Close Open Privacy Scan

bolt Snapshot: commit f6885a7
science engine v1.22
schedule 2026-07-24T00:12:37.911153+00:00

verified_user No application data leak found

No high-confidence exfiltration was found in application code. Dependency data flows are listed separately and do not affect this verdict.

smart_toy AI deps detected: anthropic, chromadb, langchain-anthropic, langchain-core +4 more — detected in dependencies, not a safety judgment.

App Privacy Score

82 /100
Low privacy risk

Low risk · 1165 finding(s)

Dependency score: 0 (High risk)

bar_chart Score Breakdown

egress −15
env_fs −3

list Scan Summary

0 high 79 medium 1086 low
First-party packages: 21
Dependency packages: 40
Ecosystem: python

swap_horiz Application data flows

No application data flows were found. See dependency data flows below.

hub Dependency data flows (1)
medium langsmith dependency A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
pkgs/python/[email protected]/langsmith/sandbox/_models.py:222 pkgs/python/[email protected]/langsmith/sandbox/_models.py:223

</> First-Party Code

first-party (python): libs/core

python first-party
expand_more 26 low-confidence finding(s)
low env_fs production #eaf3ddfdbd1d3614 Environment-variable access.
repo/libs/core/langchain_core/_security/_policy.py:238
    if os.environ.get("LANGCHAIN_ENV", "").startswith("local"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #a4cca8cd5c237b25 Environment-variable access.
repo/libs/core/langchain_core/_security/_ssrf_protection.py:70
        os.environ.get("LANGCHAIN_ENV") == "local_test"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #2c4547a6e2297d48 Filesystem access.
repo/libs/core/langchain_core/documents/base.py:168
            return Path(self.path).read_text(encoding=self.encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #d1f4f1d196c16801 Filesystem access.
repo/libs/core/langchain_core/documents/base.py:190
            return Path(self.path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #ad3f836a03ffb4d5 Environment-variable access.
repo/libs/core/langchain_core/load/load.py:481
            if self.secrets_from_env and key in os.environ and os.environ[key]:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #5502910b066efa1d Environment-variable access.
repo/libs/core/langchain_core/load/load.py:482
                return os.environ[key]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #3cc11aba4ab1dd91 Filesystem access.
repo/libs/core/langchain_core/prompts/chat.py:553
        template = Path(template_file).read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #dc295287c78862e4 Filesystem access.
repo/libs/core/langchain_core/prompts/loading.py:105
            template = resolved_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #41f86d0d5b033286 Filesystem access.
repo/libs/core/langchain_core/prompts/prompt.py:253
        template = Path(template_file).read_text(encoding=encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #616b57ae54c83162 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/core/langchain_core/runnables/graph_mermaid.py:461
            response = requests.get(image_url, timeout=10, proxies=proxies)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #16b5fcfc24341b59 Environment-variable access.
repo/libs/core/langchain_core/utils/_gateway.py:55
        value = os.getenv(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #f2a3bbf7558d07a6 Environment-variable access.
repo/libs/core/langchain_core/utils/_gateway.py:81
    raw = os.getenv(_LANGSMITH_GATEWAY_ENV)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #181426fbd4737df0 Environment-variable access.
repo/libs/core/langchain_core/utils/_gateway.py:149
            os.getenv(_LANGSMITH_GATEWAY_API_KEY_ENV)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #082ae28080b45168 Environment-variable access.
repo/libs/core/langchain_core/utils/env.py:18
    return env_var in os.environ and os.environ[env_var] not in {

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #66538102675bd5f1 Environment-variable access.
repo/libs/core/langchain_core/utils/env.py:77
    if env_value := os.getenv(env_key):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #59cdb5b2cefa5201 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:405
                if k in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #b82545f80aac5c44 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:406
                    return os.environ[k]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #4903496316ad9528 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:407
        if isinstance(key, str) and key in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #9fbfa91e1e56be15 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:408
            return os.environ[key]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #9daaa6990c929fc6 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:475
                if k in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #e86d00549168c0c7 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:476
                    return SecretStr(os.environ[k])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #67ac338f342f0c12 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:477
        if isinstance(key, str) and key in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #442b610600c054f7 Environment-variable access.
repo/libs/core/langchain_core/utils/utils.py:478
            return SecretStr(os.environ[key])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #f6a2613940e4b5e7 Filesystem access.
repo/libs/core/scripts/check_version.py:21
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #6471b7b1379d03a0 Filesystem access.
repo/libs/core/scripts/check_version.py:28
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #aacda5fc60d8eec2 Filesystem access.
repo/libs/core/scripts/check_version.py:41
        content = snapshot_path.read_text(encoding="utf-8", errors="replace")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/langchain

python first-party
expand_more 2 low-confidence finding(s)
low egress production #a8ddab83361fa752 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/langchain/langchain_classic/chains/openai_functions/openapi.py:207
        return requests.request(method, url, **_kwargs, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #4e429ac8f2b32725 Filesystem access.
repo/libs/langchain/langchain_classic/storage/file_system.py:118
                value = full_path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/langchain_v1

python first-party
expand_more 4 low-confidence finding(s)
low env_fs production #fb72e5c84c78567c Environment-variable access.
repo/libs/langchain_v1/langchain/agents/middleware/_execution.py:322
        host_env = os.environ.copy()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #d9e7cd8f48721f6f Filesystem access.
repo/libs/langchain_v1/langchain/agents/middleware/file_search.py:387
                    content = file_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #d97eefcf59a37393 Filesystem access.
repo/libs/langchain_v1/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #c22796caaba1b945 Filesystem access.
repo/libs/langchain_v1/scripts/check_version.py:22
    content = init_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/model-profiles

python first-party
expand_more 2 low-confidence finding(s)
low env_fs production #106212965621842f Filesystem access.
repo/libs/model-profiles/langchain_model_profiles/_summary.py:470
                new_source = new_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #e7320b811edd9edd Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/model-profiles/langchain_model_profiles/cli.py:281
        response = httpx.get(api_url, timeout=30)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

first-party (python): libs/partners/anthropic

python first-party
expand_more 10 low-confidence finding(s)
low env_fs production #5ced8dc75dc5e103 Environment-variable access.
repo/libs/partners/anthropic/langchain_anthropic/_client_utils.py:55
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #b7c3340e3768622d Environment-variable access.
repo/libs/partners/anthropic/langchain_anthropic/_client_utils.py:74
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #d6ce7e46f1efd34f Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:900
            content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #7faff31740f1fceb Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:936
        full_path.write_text(file_text + "\n")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #925ef10a8327aabd Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:963
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #afd39c85b082efba Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:973
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #5d331974fa6354d2 Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:1000
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #c7478be7ca70b2ba Filesystem access.
repo/libs/partners/anthropic/langchain_anthropic/middleware/anthropic_tools.py:1018
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #ee6a83a99c16226a Filesystem access.
repo/libs/partners/anthropic/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #03c96ea4166d2269 Filesystem access.
repo/libs/partners/anthropic/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/chroma

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #201ea35aa6a84587 Filesystem access.
repo/libs/partners/chroma/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #84a6a9ef610a0a72 Filesystem access.
repo/libs/partners/chroma/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/deepseek

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #004542d2b56a22bb Filesystem access.
repo/libs/partners/deepseek/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #57f0005972bc8dd5 Filesystem access.
repo/libs/partners/deepseek/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/exa

python first-party
expand_more 3 low-confidence finding(s)
low env_fs production #5db5f8f1a47dbcb0 Environment-variable access.
repo/libs/partners/exa/langchain_exa/_utilities.py:9
    exa_api_key = values.get("exa_api_key") or os.environ.get("EXA_API_KEY") or ""

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #136ae5f9b7dcbd7f Filesystem access.
repo/libs/partners/exa/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #3fec3efdddd90ae0 Filesystem access.
repo/libs/partners/exa/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/fireworks

python first-party
expand_more 3 low-confidence finding(s)
low egress production #54ce17f6ebaad14e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/partners/fireworks/langchain_fireworks/llms.py:219
            session.post(
                self.base_url,
                json=payload,
                headers=headers,
                timeout=ClientTimeout(total=self.timeout),
            ) as response,

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs test-only Excluded from app score #f32eb653b1d5c28b Filesystem access.
repo/libs/partners/fireworks/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #7c213fff6b0a851c Filesystem access.
repo/libs/partners/fireworks/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/groq

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #68616efc2ae2552a Filesystem access.
repo/libs/partners/groq/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #d0272eed731bc472 Filesystem access.
repo/libs/partners/groq/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/huggingface

python first-party
expand_more 5 low-confidence finding(s)
low env_fs production #2190fd7d3841c62c Environment-variable access.
repo/libs/partners/huggingface/langchain_huggingface/embeddings/huggingface_endpoint.py:74
        huggingfacehub_api_token = self.huggingfacehub_api_token or os.getenv(
            "HF_TOKEN"
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #6b41140cfa36dd01 Environment-variable access.
repo/libs/partners/huggingface/langchain_huggingface/llms/huggingface_endpoint.py:244
            model or endpoint_url or repo_id or os.environ.get("HF_INFERENCE_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #18129f082d0e14ad Environment-variable access.
repo/libs/partners/huggingface/langchain_huggingface/llms/huggingface_endpoint.py:263
        huggingfacehub_api_token = self.huggingfacehub_api_token or os.getenv(
            "HF_TOKEN"
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #c1ed3b1c429d9ac6 Filesystem access.
repo/libs/partners/huggingface/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #b09971b53a7067af Filesystem access.
repo/libs/partners/huggingface/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/mistralai

python first-party
expand_more 3 low-confidence finding(s)
low env_fs production #fd0f3530a826f9b9 Environment-variable access.
repo/libs/partners/mistralai/langchain_mistralai/chat_models.py:724
            or os.environ.get("MISTRAL_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #e125f8c64424a03b Filesystem access.
repo/libs/partners/mistralai/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #8d99b9933d240a84 Filesystem access.
repo/libs/partners/mistralai/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/nomic

python first-party
expand_more 3 low-confidence finding(s)
low env_fs production #4db051cff2268c87 Environment-variable access.
repo/libs/partners/nomic/langchain_nomic/embeddings.py:88
        _api_key = nomic_api_key or os.environ.get("NOMIC_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #3371b0d1315de814 Filesystem access.
repo/libs/partners/nomic/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #f32edd6e6189914c Filesystem access.
repo/libs/partners/nomic/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/ollama

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #ba92dedfacf75e11 Filesystem access.
repo/libs/partners/ollama/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #b8430e2105d5e3bb Filesystem access.
repo/libs/partners/ollama/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/openai

python first-party
expand_more 21 low-confidence finding(s)
low env_fs production #7e72849752d8b001 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:61
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #281b23620d069f98 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:92
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #39a75c8cdaee3c00 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:179
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #9384408d8f0ba9c5 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:224
    if any(os.environ.get(name) for name in _PROXY_ENV_VARS):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #78172da80389899d Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:259
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #48b893f5559be57c Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:280
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #46ed8b5311510766 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:315
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #f41fbf1d404ce8b3 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:394
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #713e9479c90520eb Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/_client_utils.py:415
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #81ca9f1dd8306a35 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/azure.py:619
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #6183ae57cdedd39c Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/azure.py:620
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #90ce920fe96d2576 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/base.py:1211
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #ee1c0191d0530739 Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/base.py:1212
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #fc81a50f99f6f8fc Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/base.py:1243
            or (self.openai_api_base is None and "OPENAI_BASE_URL" not in os.environ)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #a64e51f6c3279dcd Environment-variable access.
repo/libs/partners/openai/langchain_openai/chat_models/codex.py:81
    return os.environ.get(ORIGINATOR_ENV_VAR) or ORIGINATOR_VALUE

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #1a0f091a61e13aba Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/partners/openai/langchain_openai/chatgpt_oauth.py:405
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #ae42f4b246da3423 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/partners/openai/langchain_openai/chatgpt_oauth.py:425
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #2e94d5b097139ca2 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/partners/openai/langchain_openai/chatgpt_oauth.py:447
        resp = await client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #f009b23e380a893d Filesystem access.
repo/libs/partners/openai/langchain_openai/chatgpt_oauth.py:503
            raw_text = self.path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #0d404473c79bfce6 Filesystem access.
repo/libs/partners/openai/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #271e11fc3011d8a3 Filesystem access.
repo/libs/partners/openai/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/openrouter

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #ecef43f5317b323d Filesystem access.
repo/libs/partners/openrouter/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #d156521b605529ae Filesystem access.
repo/libs/partners/openrouter/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/perplexity

python first-party
expand_more 4 low-confidence finding(s)
low env_fs production #59a8fe5487f00ce3 Environment-variable access.
repo/libs/partners/perplexity/langchain_perplexity/_utils.py:12
        or os.environ.get("PPLX_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #763c120e2ca9e3aa Environment-variable access.
repo/libs/partners/perplexity/langchain_perplexity/_utils.py:13
        or os.environ.get("PERPLEXITY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #2a51438fa0f9b932 Filesystem access.
repo/libs/partners/perplexity/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #2cb1ca8ffe729574 Filesystem access.
repo/libs/partners/perplexity/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/qdrant

python first-party
expand_more 3 low-confidence finding(s)
low env_fs production #81b7933799906b06 Environment-variable access.
repo/libs/partners/qdrant/langchain_qdrant/vectorstores.py:2295
            api_key = os.getenv("QDRANT_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #607d2fdb7ca5cec2 Filesystem access.
repo/libs/partners/qdrant/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #2f308150c451807a Filesystem access.
repo/libs/partners/qdrant/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/partners/xai

python first-party
expand_more 2 low-confidence finding(s)
low env_fs test-only Excluded from app score #af615b4d171d2677 Filesystem access.
repo/libs/partners/xai/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #c410041cc4c92bf3 Filesystem access.
repo/libs/partners/xai/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/standard-tests

python first-party
expand_more 15 low-confidence finding(s)
low env_fs production #57fb2b0014009a72 Environment-variable access.
repo/libs/standard-tests/langchain_tests/_langsmith_plugin.py:34
    return os.environ.get("GITHUB_ACTIONS") == "true"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #41d1aed683abc7a2 Environment-variable access.
repo/libs/standard-tests/langchain_tests/_langsmith_plugin.py:72
    tags = _parse_tags(os.environ.get("LANGSMITH_TAGS", ""))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #13222056a39dfa8e Environment-variable access.
repo/libs/standard-tests/langchain_tests/_langsmith_plugin.py:73
    metadata = _parse_metadata(os.environ.get("LANGSMITH_METADATA", ""))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #ff42da8fbae6da41 Filesystem access.
repo/libs/standard-tests/langchain_tests/conftest.py:100
        data = cassette_path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #820a36c47683cdcc Environment-variable access.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:165
    user_agent = os.environ.get("LANGCHAIN_TESTS_USER_AGENT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #d1622c63b5026cee Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:175
    httpx_response = httpx.get(url, headers=headers, timeout=10.0).content

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #cf611babe30d2a0c Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:2714
        pdf_data = base64.b64encode(httpx.get(url, timeout=10.0).content).decode(

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #426657f4017a9fa4 Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:2915
            httpx.get(image_url, timeout=10.0).content

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #2e8a828bce7f755b Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:3023
            httpx.get(image_url, timeout=10.0).content

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #832bd66d79507cc6 Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:3123
        pdf_data = base64.b64encode(httpx.get(url, timeout=10.0).content).decode(

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #14687a08017aa7cd Hardcoded external endpoint. Review what data is sent to this destination.
repo/libs/standard-tests/langchain_tests/integration_tests/chat_models.py:3262
                httpx.get(image_url, timeout=10.0).content

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #a8eeda913acd54cf Environment-variable access.
repo/libs/standard-tests/langchain_tests/unit_tests/chat_models.py:962
            with mock.patch.dict(os.environ, env_params):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #8fc7189535dfc9cd Environment-variable access.
repo/libs/standard-tests/langchain_tests/unit_tests/chat_models.py:1149
            with mock.patch.dict(os.environ, env_params):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #6510ed308895e98a Environment-variable access.
repo/libs/standard-tests/langchain_tests/unit_tests/embeddings.py:130
            with mock.patch.dict(os.environ, env_params):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #86d0ef9391f7c5fb Environment-variable access.
repo/libs/standard-tests/langchain_tests/unit_tests/tools.py:89
            with mock.patch.dict(os.environ, env_params):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

first-party (python): libs/text-splitters

python first-party
expand_more 2 low-confidence finding(s)
low egress production #109714d07df6308f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libs/text-splitters/langchain_text_splitters/html.py:230
            response = client.get(url, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #4c4b0427ddea2e6c Filesystem access.
repo/libs/text-splitters/langchain_text_splitters/html.py:247
            html_content = pathlib.Path(file).read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

</> Dependencies

langsmith

python dependency
medium telemetry dependency Excluded from app score #20f4aa02d5491682 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/_background_thread.py:32
    from opentelemetry.context.context import Context  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b4c99e585855ca04 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_attribute_utils.py:10
    from opentelemetry.trace import Span  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #61c041e4b48d5626 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:9
        from opentelemetry.sdk.trace import TracerProvider  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0cfebfdce5e087fe Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:19
        from opentelemetry.exporter.otlp.proto.http.trace_exporter import (  # type: ignore[import]
            OTLPSpanExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4669585eb413c1ee Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:22
        from opentelemetry.sdk.resources import (  # type: ignore[import]
            SERVICE_NAME,
            Resource,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0f39ac4785cfc1bd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:26
        from opentelemetry.sdk.trace import TracerProvider  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9769bfe98a8b001a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:27
        from opentelemetry.sdk.trace.export import (  # type: ignore[import]
            BatchSpanProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b652d735e2a43fa0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_exporter.py:16
        from opentelemetry.context.context import Context  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #55fc6052f8f10ee5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_exporter.py:17
        from opentelemetry.trace import Span  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #10133c6059c7d2d2 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_exporter.py:37
        from opentelemetry import trace  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #97bee8976882fa1a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_exporter.py:38
        from opentelemetry.context.context import Context  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6893e11a7346e11c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_exporter.py:39
        from opentelemetry.trace import (  # type: ignore[import]
            NonRecordingSpan,
            Span,
            SpanContext,
            TraceFlags,
            TraceState,
            set_span_in_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b1e4bb45c3e69199 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/otel/_span_utils.py:15
from opentelemetry.sdk.trace import Event, ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fb8a79aa6e928953 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/voice/base_span_processor.py:28
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6c9f03096269cf7c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/voice/base_span_processor.py:29
from opentelemetry.sdk.trace import ReadableSpan, Span, SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4bb2e0fc854b7c10 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/voice/base_span_processor.py:30
from opentelemetry.sdk.trace.export import BatchSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a871788b5a1dba8e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/_internal/voice/translated_span.py:17
from opentelemetry.sdk.trace import Event, ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #305532e0a2e772ec Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/client.py:234
        from opentelemetry import trace as otel_trace  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #215eeb4f2605d45b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/client.py:235
        from opentelemetry.trace import set_span_in_context  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ae4df1746a47e330 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/client.py:258
    from opentelemetry.sdk.trace import TracerProvider  # type: ignore[import-not-found]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #5fbc4153f7efc696 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/client.py:288
        from opentelemetry import trace as otel_trace  # type: ignore[import]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #50872f0dae6019bd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/livekit/__init__.py:68
        from opentelemetry import trace as otel_trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8c8153d0cbac539a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/livekit/__init__.py:69
        from opentelemetry.sdk.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0e12197a75c83fe8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/livekit/processor.py:18
from opentelemetry.sdk.trace import SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1a48507dba63c150 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/__init__.py:15
    from opentelemetry.trace import Span, SpanContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #205154682ead3bbb Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/__init__.py:82
    from opentelemetry.trace import Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #164135d23a90d976 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/__init__.py:181
        from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #10cc090170797c9f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/__init__.py:182
        from opentelemetry.sdk.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cab9f8aed468c95f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/__init__.py:183
        from opentelemetry.trace import NoOpTracer, ProxyTracer, ProxyTracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a575b33d6fd8565b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/processor.py:12
    from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ac1a02d6d856286a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/otel/processor.py:13
    from opentelemetry.sdk.trace.export import BatchSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1036491b9717a2a2 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/pipecat/__init__.py:67
        from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3cd92da5cedb6c64 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/pipecat/__init__.py:68
        from opentelemetry.sdk.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #825ab1b556b5efc9 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/pipecat/processor.py:45
from opentelemetry.sdk.trace import SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #47920df8e94e95a8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/strands_agents/exporter.py:19
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c1278dada836e30b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/strands_agents/exporter.py:20
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #05aebf1246946710 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/integrations/strands_agents/exporter.py:21
from opentelemetry.sdk.trace.export import (
    BatchSpanProcessor,
    ConsoleSpanExporter,
    SimpleSpanProcessor,
    SpanExporter,
    SpanExportResult,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #712c56626abf105c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/run_helpers.py:2223
            import opentelemetry.trace  # noqa: F401

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #5b388c84927f6992 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langsmith/run_helpers.py:2245
    from opentelemetry.trace import (  # type: ignore[import]
        NonRecordingSpan,
        SpanContext,
        TraceFlags,
        TraceState,
        use_span,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium pii_flow dependency Excluded from app score #3634b4c7435cb006 A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
pkgs/python/[email protected]/langsmith/sandbox/_models.py:223 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/langsmith/sandbox/_models.py:222 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/langsmith/sandbox/_models.py:223
        return httpx.request(method, url, headers=headers, **kwargs)

A credential (read from the environment/filesystem, or parsed from the request URL) is applied as authorization on the same outbound request. This is intentional authentication to the service the credential belongs to, not unexpected data exfiltration.

Fix: Confirm the destination is the credential's own service; scope the credential and avoid logging it. No action if this is the intended authenticated API call.

expand_more 103 low-confidence finding(s)
low env_fs dependency Excluded from app score #2e6c2db52f85f754 Environment-variable access.
pkgs/python/[email protected]/bench/create_run_tree.py:6
os.environ["LANGSMITH_API_KEY"] = "fake"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #728b8428143c2d2c Environment-variable access.
pkgs/python/[email protected]/bench/tracing_client_via_pyo3.py:28
    if os.environ.get("LANGSMITH_USE_PYO3_CLIENT") is None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #969c59b96188d19b Environment-variable access.
pkgs/python/[email protected]/bench/tracing_client_via_pyo3.py:34
    api_key = os.environ["LANGSMITH_API_KEY"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #53b506c34321a7b7 Filesystem access.
pkgs/python/[email protected]/bench/upload_example_with_large_file_attachment.py:24
    with open(filepath, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7b5595c883f0360b Environment-variable access.
pkgs/python/[email protected]/conftest.py:95
    shard_total_raw = os.getenv("PYTEST_SHARD_TOTAL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6067e9fab2dbdce8 Environment-variable access.
pkgs/python/[email protected]/conftest.py:96
    shard_index_raw = os.getenv("PYTEST_SHARD_INDEX")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #f400ecaf5bdd7987 Filesystem access.
pkgs/python/[email protected]/docs/_extensions/gallery_directive.py:82
            yaml_string = path_data.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #c9649562371cca8c Environment-variable access.
pkgs/python/[email protected]/docs/conf.py:256
html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #889437894350f2be Environment-variable access.
pkgs/python/[email protected]/docs/conf.py:259
if os.environ.get("READTHEDOCS", "") == "True":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #e72c1d79ec525058 Filesystem access.
pkgs/python/[email protected]/docs/create_api_rst.py:368
        with open(package_dir.parent / "pyproject.toml") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #ed2d475097057477 Filesystem access.
pkgs/python/[email protected]/docs/create_api_rst.py:410
    with open(HERE / "reference.md", "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #6c374a2b10018059 Filesystem access.
pkgs/python/[email protected]/docs/create_api_rst.py:423
    with open(HERE / "index.md", "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #5f5df21987e8e605 Filesystem access.
pkgs/python/[email protected]/docs/create_api_rst.py:433
        with open(HERE / name, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #59ef416240cf272c Filesystem access.
pkgs/python/[email protected]/docs/scripts/custom_formatter.py:39
        with open(fn) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #38ac20a1fc6b1ada Filesystem access.
pkgs/python/[email protected]/docs/scripts/custom_formatter.py:42
        with open(fn, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #08e829a87ab4e61f Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_oauth_refresh_lock.py:45
    with open(meta, "w", encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #20193845ae0874e9 Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_oauth_refresh_lock.py:52
        with open(os.path.join(lock_dir, _LOCK_METADATA_FILE), encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9d69eda4dc38bacc Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_operations.py:359
                    file = open(data_or_path, "rb")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #163c6285e007e9b6 Environment-variable access.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:69
    if config_file := os.environ.get("LANGSMITH_CONFIG_FILE"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8f51ca6cc075f94e Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:82
        raw = json.loads(path.read_text(encoding="utf-8"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #72ffb0d62f1fd87a Environment-variable access.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:90
    profile_name = os.environ.get("LANGSMITH_PROFILE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #c86d0e336b22b74c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:172
        response = requests.post(
            f"{refresh_url}/oauth/token",
            data={
                "grant_type": "refresh_token",
                "client_id": _OAUTH_CLIENT_ID,
                "refresh_token": refresh_token,
            },
            headers={"Content-Type": "application/x-www-form-urlencoded"},
            timeout=timeout,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #b3d5f705015f11d8 Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:217
        temp_path.write_text(json.dumps(config, indent=2) + "\n", encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #90baef16f0961475 Filesystem access.
pkgs/python/[email protected]/langsmith/_internal/_profiles.py:301
            raw = json.loads(self._state.path.read_text(encoding="utf-8"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7323139777e21ddd Environment-variable access.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:77
    endpoint = os.environ.get("OTEL_EXPORTER_OTLP_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f226f3d6b3b51e3a Environment-variable access.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:84
    headers_env = os.environ.get("OTEL_EXPORTER_OTLP_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0cabd7f069401977 Environment-variable access.
pkgs/python/[email protected]/langsmith/_internal/otel/_otel_client.py:100
    service_name = os.environ.get("OTEL_SERVICE_NAME", "langsmith")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #b3da4ad50d138498 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/_openapi_client/_base_client.py:306
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #0946aed2ebde3077 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:98
            api_key = os.environ.get("LANGSMITH_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4b9debf9f4720cff Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:102
            tenant_id = os.environ.get("LANGSMITH_TENANT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #94dc654d30f86da2 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:106
            base_url = os.environ.get("LANGCHAIN_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #616f390e4e717975 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:110
        custom_headers_env = os.environ.get("LANGCHAIN_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #49ed8efc3c3385c7 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:360
            api_key = os.environ.get("LANGSMITH_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #663422447998a75c Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:364
            tenant_id = os.environ.get("LANGSMITH_TENANT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b74ddf11ba4d7ab0 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:368
            base_url = os.environ.get("LANGCHAIN_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e1c5b82537e23c9a Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_client.py:372
        custom_headers_env = os.environ.get("LANGCHAIN_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7ab883407429622f Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #09646731375a4832 Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0e58abca0ed2e430 Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7fd27820a02f63be Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fff8902bf196fa04 Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_models.py:120
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5d7ddaf0fa565118 Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_response.py:497
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #40a44c363e2c8c6e Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_response.py:539
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9535dc728daf89cb Environment-variable access.
pkgs/python/[email protected]/langsmith/_openapi_client/_utils/_logs.py:17
    env = os.environ.get("LANGCHAIN_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #92d63d635c98224d Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_utils/_transform.py:248
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #036ab820346d9f61 Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_utils/_transform.py:414
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8f9c5dc2caab6484 Filesystem access.
pkgs/python/[email protected]/langsmith/_openapi_client/_utils/_utils.py:379
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #f4c2db21c7eda828 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/async_client.py:447
                    response = await self._client.request(method, endpoint, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #c3d0884f85756fa3 Environment-variable access.
pkgs/python/[email protected]/langsmith/client.py:631
        value = os.environ.get(f"{namespace}_{name}")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1ed0df336d29eb59 Environment-variable access.
pkgs/python/[email protected]/langsmith/client.py:1151
            os.getenv("LANGSMITH_ENDPOINT") or os.getenv("LANGCHAIN_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #76807de898b780b4 Environment-variable access.
pkgs/python/[email protected]/langsmith/client.py:1152
        ) and os.getenv("LANGSMITH_RUNS_ENDPOINTS"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c7e83153bcd87406 Filesystem access.
pkgs/python/[email protected]/langsmith/client.py:1636
            temp_path.write_text(json.dumps(envelope))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #5bd2bd93152a28be Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/client.py:1892
                        response = self.session.request(
                            method,
                            _construct_url(self.api_url, pathname),
                            stream=False,
                            **request_kwargs,
                        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #033797aac9994423 Filesystem access.
pkgs/python/[email protected]/langsmith/client.py:2250
            with open(csv_file, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4ec16e633f49b869 Filesystem access.
pkgs/python/[email protected]/langsmith/client.py:6172
                                file = open(attachment_data, "rb")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #56ec9b06693dadd5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/client.py:7347
            response = self.session.request(
                "POST",
                full_url,
                headers={**self._headers, "Content-Type": "application/json"},
                data=_dumps_json(body),
                timeout=self._timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2b887f7da888bbdd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/client.py:11263
                response = requests.get(full_url, stream=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #71851fdb2c9dfe52 Filesystem access.
pkgs/python/[email protected]/langsmith/integrations/claude_agent_sdk/_usage.py:116
        with open(path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1e72b8318a187d23 Filesystem access.
pkgs/python/[email protected]/langsmith/integrations/claude_agent_sdk/_usage.py:174
        with open(path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #aaf7de8668dd32b7 Environment-variable access.
pkgs/python/[email protected]/langsmith/integrations/google_adk/_client.py:55
    use_vertexai = os.environ.get("GOOGLE_GENAI_USE_VERTEXAI", "0").lower() in (

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #61d49a157743d7aa Filesystem access.
pkgs/python/[email protected]/langsmith/integrations/livekit/processor.py:520
            audio_bytes = audio_path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e50ef99a03484d47 Filesystem access.
pkgs/python/[email protected]/langsmith/prompt_cache.py:229
            with open(temp_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b2cb70663cfc5092 Filesystem access.
pkgs/python/[email protected]/langsmith/prompt_cache.py:260
            with open(path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a7ca861837f1dfc3 Environment-variable access.
pkgs/python/[email protected]/langsmith/pytest_plugin.py:306
        if os.environ.get("PYTEST_XDIST_TESTRUNUID"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #be5ecddd09856489 Environment-variable access.
pkgs/python/[email protected]/langsmith/run_trees.py:1309
    if parsed and (os.getenv("LANGSMITH_ENDPOINT") or os.getenv("LANGCHAIN_ENDPOINT")):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #bd09ee415f08522e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:452
            response = await self._http.post(
                url,
                json=payload,
                timeout=http_timeout,
                headers=self._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8697c6f6e8a8b375 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:486
            response = await self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1b05744c2e6d82fe Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:510
            response = await self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #f6f6a211db5673a5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:638
            response = await self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5e09eb12229e5fa0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:692
            response = await self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #45bf8cb24b5f6045 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:778
            response = await self._http.post(
                url, json={}, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #14357c835feb59ec Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:804
            response = await self._http.post(
                url, json={}, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #c05657673c448762 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:859
            response = await self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #57601b3ca00caa81 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:1002
            response = await self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d3996b286ec8fbca Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:1037
            response = await self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5fbf4779ad02e8fd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_client.py:1089
            response = await self._http.get(
                url,
                params=params or None,
                headers=self._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #9de1253d3448fdac Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_sandbox.py:448
            response = await self._client._http.post(
                url,
                json=payload,
                timeout=timeout + 10,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e0959d8f615780c7 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_sandbox.py:551
            response = await self._client._http.post(
                url,
                params={"path": path},
                files=files,
                timeout=timeout,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e95f8e52ce9bb6bb Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_async_sandbox.py:587
            response = await self._client._http.get(
                url,
                params={"path": path},
                timeout=timeout,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #13f499a5464ae02b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:555
            response = self._http.post(
                url,
                json=payload,
                timeout=http_timeout,
                headers=self._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e182cd8a75f7173c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:585
            response = self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #b7b63e363785d783 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:605
            response = self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #4514899dd76ed9e8 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:727
            response = self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #264ccbc970934e81 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:780
            response = self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2498254e24ade1ab Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:866
            response = self._http.post(
                url, json={}, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1cc5bab3e125af0f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:892
            response = self._http.post(
                url, json={}, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #15ed1bafbd60842c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:947
            response = self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d0146279e7163554 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:1091
            response = self._http.post(
                url, json=payload, headers=self._request_headers(headers)
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #41dff5ba2c74f312 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:1124
            response = self._http.get(url, headers=self._request_headers(headers))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8f6763e9a447551a Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_client.py:1176
            response = self._http.get(
                url,
                params=params or None,
                headers=self._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e44f7d653c67d8b3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_models.py:223
        return httpx.request(method, url, headers=headers, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #27cfd51e09ecdd09 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_models.py:382
            return await client.request(method, url, headers=headers, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #b98d68c4c0fe40c4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_sandbox.py:446
            response = self._client._http.post(
                url,
                json=payload,
                timeout=timeout + 10,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #6cc163c0d3ad6876 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_sandbox.py:549
            response = self._client._http.post(
                url,
                params={"path": path},
                files=files,
                timeout=timeout,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2a1f72a33676fc80 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langsmith/sandbox/_sandbox.py:585
            response = self._client._http.get(
                url,
                params={"path": path},
                timeout=timeout,
                headers=self._client._request_headers(headers),
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #9c4f9fe213785dcd Environment-variable access.
pkgs/python/[email protected]/langsmith/testing/_internal.py:427
    if os.environ.get("PYTEST_XDIST_TESTRUNUID") and importlib.util.find_spec("xdist"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ade2a1f7a558acdf Environment-variable access.
pkgs/python/[email protected]/langsmith/testing/_internal.py:428
        id_name = test_suite_name + os.environ["PYTEST_XDIST_TESTRUNUID"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0f5adcb9fd2217b7 Environment-variable access.
pkgs/python/[email protected]/langsmith/testing/_internal.py:433
    if os.environ.get("LANGSMITH_EXPERIMENT"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b5963ef5f97dc376 Environment-variable access.
pkgs/python/[email protected]/langsmith/testing/_internal.py:434
        prefix = os.environ["LANGSMITH_EXPERIMENT"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c1cfa926f2ac39f3 Environment-variable access.
pkgs/python/[email protected]/langsmith/testing/_internal.py:968
        env_val = os.environ.get("LANGSMITH_EXPERIMENT_METADATA")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a6a3b1f381720d8b Environment-variable access.
pkgs/python/[email protected]/langsmith/utils.py:439
        value = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #04c1746093570155 Environment-variable access.
pkgs/python/[email protected]/langsmith/utils.py:448
    return os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1d64778b2646fd8b Environment-variable access.
pkgs/python/[email protected]/langsmith/utils.py:448
    return os.environ.get(
        # Hosted LangServe projects get precedence over all other defaults.
        # This is to make sure that we always use the associated project
        # for a hosted langserve deployment even if the customer sets some
        # other project name in their environment.
        "HOSTED_LANGSERVE_PROJECT_NAME",
        get_env_var(
            "PROJECT",
            # This is the legacy name for a LANGCHAIN_PROJECT, so it
            # has lower precedence than LANGCHAIN_PROJECT
            default=get_env_var(
                "SESSION", default="default" if return_default_value else None
            ),
        ),
    )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

chromadb

python dependency
medium telemetry dependency Excluded from app score #6f40c872f5f0f282 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:226
        self.product_telemetry_client.capture(
            ClientCreateCollectionEvent(
                collection_uuid=str(id),
                # embedding_function=embedding_function.__class__.__name__,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9d16d0c5623d614c Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:429
        self.product_telemetry_client.capture(
            CollectionGetEvent(
                collection_uuid=str(collection_id),
                ids_count=ids_amount,
                limit=limit if limit else 0,
                include_metadata=ids_amount if "metadatas" in include else 0,
                include_documents=ids_amount if "documents" in include else 0,
                include_uris=ids_amount if "uris" in include else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b9735af9a3c43dca Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:474
        self.product_telemetry_client.capture(
            CollectionAddEvent(
                collection_uuid=str(collection_id),
                add_amount=len(ids),
                with_metadata=len(ids) if metadatas is not None else 0,
                with_documents=len(ids) if documents is not None else 0,
                with_uris=len(ids) if uris is not None else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b1ca4f8c02f3717d Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:507
        self.product_telemetry_client.capture(
            CollectionUpdateEvent(
                collection_uuid=str(collection_id),
                update_amount=len(ids),
                with_embeddings=len(embeddings) if embeddings else 0,
                with_metadata=len(metadatas) if metadatas else 0,
                with_documents=len(documents) if documents else 0,
                with_uris=len(uris) if uris else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8aae72128bbb1f23 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:567
        self.product_telemetry_client.capture(
            CollectionQueryEvent(
                collection_uuid=str(collection_id),
                query_amount=query_amount,
                filtered_ids_amount=filtered_ids_amount,
                n_results=n_results,
                with_metadata_filter=query_amount if where is not None else 0,
                with_document_filter=query_amount if where_document is not None else 0,
                include_metadatas=query_amount if "metadatas" in include else 0,
                include_documents=query_amount if "documents" in include else 0,
                include_uris=query_amount if "uris" in include else 0,
                include_distances=query_amount if "distances" in include else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ff4413d3465d0e1e Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/rust.py:626
        self.product_telemetry_client.capture(
            CollectionDeleteEvent(
                collection_uuid=str(collection_id),
                delete_amount=deleted,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9fc7a25332c78478 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:285
        self._product_telemetry_client.capture(
            ClientCreateCollectionEvent(
                collection_uuid=str(id),
                # embedding_function=embedding_function.__class__.__name__,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9ef5c5f27422161f Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:552
        self._product_telemetry_client.capture(
            CollectionAddEvent(
                collection_uuid=str(collection_id),
                add_amount=len(ids),
                with_metadata=len(ids) if metadatas is not None else 0,
                with_documents=len(ids) if documents is not None else 0,
                with_uris=len(ids) if uris is not None else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4c06df1f60072c64 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:607
        self._product_telemetry_client.capture(
            CollectionUpdateEvent(
                collection_uuid=str(collection_id),
                update_amount=len(ids),
                with_embeddings=len(embeddings) if embeddings else 0,
                with_metadata=len(metadatas) if metadatas else 0,
                with_documents=len(documents) if documents else 0,
                with_uris=len(uris) if uris else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ef3fd849a26b7918 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:714
        self._product_telemetry_client.capture(
            CollectionGetEvent(
                collection_uuid=str(collection_id),
                ids_count=ids_amount,
                limit=limit if limit else 0,
                include_metadata=ids_amount if "metadatas" in include else 0,
                include_documents=ids_amount if "documents" in include else 0,
                include_uris=ids_amount if "uris" in include else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1a879446932e6e2f Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:825
        self._product_telemetry_client.capture(
            CollectionDeleteEvent(
                collection_uuid=str(collection_id), delete_amount=deleted_count
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d7ecb1a6f1b2d864 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/segment.py:890
        self._product_telemetry_client.capture(
            CollectionQueryEvent(
                collection_uuid=str(collection_id),
                query_amount=query_amount,
                filtered_ids_amount=ids_amount,
                n_results=n_results,
                with_metadata_filter=query_amount if where is not None else 0,
                with_document_filter=query_amount if where_document is not None else 0,
                include_metadatas=query_amount if "metadatas" in include else 0,
                include_documents=query_amount if "documents" in include else 0,
                include_uris=query_amount if "uris" in include else 0,
                include_distances=query_amount if "distances" in include else 0,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9b5a4e62e6b4d399 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/api/shared_system_client.py:137
        telemetry_client.capture(ClientStartEvent())

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #5a96d7234fe88392 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/execution/executor/distributed.py:22
from opentelemetry.trace import Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0c00a660166fc7cf Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/proto/utils.py:4
from opentelemetry.trace import Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d56ba720130bc1fe Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/server/fastapi/__init__.py:77
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #eb7e3db05b8c02f2 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
pkgs/python/[email protected]/chromadb/server/fastapi/__init__.py:245
        telemetry_client.capture(ServerStartEvent())

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ca658bd08ec9117a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:7
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1bfc1072c0a07efc Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:8
from opentelemetry.sdk.resources import SERVICE_NAME, Resource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2f7a2c36818de757 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:9
from opentelemetry.sdk.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0baba47d5d29c9fe Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:10
from opentelemetry.sdk.trace.export import (
    BatchSpanProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1b7cf283fae2cbbb Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:13
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cdf58e257c6e8638 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/fastapi.py:3
from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1349d5d6f3a8d504 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/grpc.py:5
from opentelemetry.trace import StatusCode, SpanKind

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

expand_more 67 low-confidence finding(s)
low env_fs dependency Excluded from app score #23cef5017bb99ebe Environment-variable access.
pkgs/python/[email protected]/chromadb/__init__.py:407
            arg.value = arg.value or os.environ.get(arg.env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fed41a5c623ac17f Environment-variable access.
pkgs/python/[email protected]/chromadb/__init__.py:420
    tenant = tenant or os.environ.get("CHROMA_TENANT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #83913741d323f92c Environment-variable access.
pkgs/python/[email protected]/chromadb/__init__.py:423
    database = database or os.environ.get("CHROMA_DATABASE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #8ea36dc0dff99050 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/api/async_fastapi.py:167
        response = await self._get_client().request(method, url, **cast(Any, kwargs))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #fbb5a974459da0b4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/api/fastapi.py:131
        response = self._session.request(method, url, **cast(Any, kwargs))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #2588d679c3e945fa Filesystem access.
pkgs/python/[email protected]/chromadb/auth/__init__.py:124
            with open(_creds_file, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #92e9675b6c3f0b37 Filesystem access.
pkgs/python/[email protected]/chromadb/auth/__init__.py:235
            with open(_config_file, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #a3e55b0d36e96209 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/cli/cli.py:25
        response = requests.get(url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #3cdd5187442a84d4 Filesystem access.
pkgs/python/[email protected]/chromadb/cli/utils.py:12
    with open(f"{log_config_path}", "r") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9509f7b95da7d3fd Filesystem access.
pkgs/python/[email protected]/chromadb/db/migrations.py:256
    sql = file["path"].read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9fddf07b9ad3a673 Filesystem access.
pkgs/python/[email protected]/chromadb/segment/impl/vector/local_persistent_hnsw.py:74
        with open(filename, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #07ba7da56e1d8e9f Filesystem access.
pkgs/python/[email protected]/chromadb/segment/impl/vector/local_persistent_hnsw.py:255
        with open(self._get_metadata_file(), "wb") as metadata_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7b8c48291e7f3e90 Environment-variable access.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:139
                        {"pod_name": os.environ.get("HOSTNAME")}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cfd5b4dc68dedb37 Environment-variable access.
pkgs/python/[email protected]/chromadb/telemetry/opentelemetry/__init__.py:155
                        {"pod_name": os.environ.get("HOSTNAME")}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #db5bad2c902ab2ff Filesystem access.
pkgs/python/[email protected]/chromadb/telemetry/product/__init__.py:88
                with open(self.USER_ID_PATH, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #083294df4a68412e Filesystem access.
pkgs/python/[email protected]/chromadb/telemetry/product/__init__.py:93
                with open(self.USER_ID_PATH, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f7843d59bd30b866 Environment-variable access.
pkgs/python/[email protected]/chromadb/telemetry/product/events.py:20
        self.is_cli = os.environ.get("CHROMA_CLI", "False") == "True"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #60d1c96b1618e7f3 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/baseten_embedding_function.py:39
        if os.getenv("BASETEN_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #21c35a86e97172c0 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/baseten_embedding_function.py:45
        resolved_api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3558fb100f91416e Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/chroma_cloud_qwen_embedding_function.py:61
        self.api_key = os.getenv(api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #8fde38499a922359 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/chroma_cloud_qwen_embedding_function.py:127
        response = self._session.post(self._api_url, json=payload, timeout=60).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #363e4a01ccadd819 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/chroma_cloud_qwen_embedding_function.py:149
        response = self._session.post(self._api_url, json=payload, timeout=60).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #59cf4f3d7fe959c5 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/chroma_cloud_splade_embedding_function.py:42
        self.api_key = os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #39360f56471c0984 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/chroma_cloud_splade_embedding_function.py:99
            response = self._session.post(self._api_url, json=payload, timeout=60)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #b7fec75baefe6ce6 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/cloudflare_workers_ai_embedding_function.py:57
        if os.getenv("CLOUDFLARE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #20a61b7fb90f9cf2 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/cloudflare_workers_ai_embedding_function.py:62
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #7c4da26eafae24ba Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/cloudflare_workers_ai_embedding_function.py:99
        resp = self._session.post(self._api_url, json=payload).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #875afbc23aec7dd1 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/cohere_embedding_function.py:46
        if os.getenv("COHERE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9a24372ead33c9ec Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/cohere_embedding_function.py:51
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d42d2773da70d949 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:57
        self.api_key = os.getenv(self.api_key_env_var) if self.api_key_env_var else None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #df5bd029b0dbc670 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:251
        if os.getenv("GOOGLE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #58395b7eb1040f39 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:256
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e52e6be9455a4877 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:401
        if os.getenv("GOOGLE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8a4990b45c7d0655 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:406
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4d4199874322e024 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:529
        if os.getenv("GOOGLE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5bbfd972f602d377 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/google_embedding_function.py:534
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4b43614b80d18040 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:43
        if os.getenv("HUGGINGFACE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #16a9dfc7cf2cb6d4 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:48
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #7055974f5f78907f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:76
        response = self._session.post(
            self._api_url,
            json={"inputs": input, "options": {"wait_for_model": True}},
        ).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #54035646b82c145b Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:169
        if os.getenv("HUGGINGFACE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #de8e8459693aeaec Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:173
            self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #1e01e6a956dbf503 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/huggingface_embedding_function.py:199
        response = self._session.post(self._api_url, json={"inputs": input}).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #043ce9172e17d0c1 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/jina_embedding_function.py:84
        if os.getenv("JINA_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #484c14ad2cc1c701 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/jina_embedding_function.py:89
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #4bc8356b8c8c84ae Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/jina_embedding_function.py:202
        resp = self._session.post(self._api_url, json=payload, timeout=60).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e7ec43c6844427fd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/jina_embedding_function.py:210
        resp = self._session.post(self._api_url, json=payload, timeout=60).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #bbf60aa6bf58aadd Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/mistral_embedding_function.py:29
        self.api_key = os.getenv(api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d51bc2a1b78dd8ce Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/morph_embedding_function.py:49
        self.api_key = api_key or os.getenv(api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ef871eb902e09fb1 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/nomic_embedding_function.py:50
        self.api_key = os.getenv(api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c3e019a22b68db42 Filesystem access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/onnx_mini_lm_l6_v2.py:24
    with open(fname, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #22c8cbf37a2f98ca Filesystem access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/onnx_mini_lm_l6_v2.py:109
            with open(fname, "wb") as file, self.tqdm(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7f737fe8dacb036f Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/openai_embedding_function.py:60
        if os.getenv("OPENAI_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3e0226878b1f2173 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/openai_embedding_function.py:65
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ae877b5d0df007f0 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/perplexity_embedding_function.py:52
        if os.getenv("PERPLEXITY_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3f2731a6bc5170e8 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/perplexity_embedding_function.py:57
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #48661a0110b36616 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/roboflow_embedding_function.py:48
        if os.getenv("ROBOFLOW_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #619bc13e50d90bf4 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/roboflow_embedding_function.py:53
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #46cac03d5d36fbac Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/roboflow_embedding_function.py:97
                res = self._httpx.post(
                    f"{self.api_url}/clip/embed_image?api_key={self.api_key}",
                    json=infer_clip_payload_image,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #19332cab42a42751 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/roboflow_embedding_function.py:110
                res = self._httpx.post(
                    f"{self.api_url}/clip/embed_text?api_key={self.api_key}",
                    json=infer_clip_payload_text,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #4e5451ed4d07c06b Filesystem access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/schemas/registry.py:38
        with open(schema_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #90d3c99815b949bf Filesystem access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/schemas/schema_utils.py:36
    with open(schema_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a993d70a5e287c70 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/together_ai_embedding_function.py:52
        if os.getenv("TOGETHER_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ea166dae95fa7fb1 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/together_ai_embedding_function.py:57
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #8fc91d4eacea85b1 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/together_ai_embedding_function.py:89
        response = self._session.post(
            ENDPOINT,
            json={"model": self.model_name, "input": input},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #1097c0ea31576444 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/utils.py:11
    return (os.environ.get("CHROMA_EMBED_URL") or DEFAULT_CHROMA_EMBED_URL).rstrip("/")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9cfc882f48a8c559 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/voyageai_embedding_function.py:50
        if os.getenv("VOYAGE_API_KEY") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a8bcdbd714ecb228 Environment-variable access.
pkgs/python/[email protected]/chromadb/utils/embedding_functions/voyageai_embedding_function.py:55
        self.api_key = api_key or os.getenv(self.api_key_env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-azure-ai

python dependency
medium telemetry dependency Excluded from app score #1d38e6adad023e17 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:22
    from opentelemetry.instrumentation.instrumentor import (  # type: ignore[attr-defined]
        BaseInstrumentor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f4d319f2a1ee17c0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:25
    from opentelemetry.instrumentation.utils import unwrap

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6925371e89a00436 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:83
    from opentelemetry import metrics as otel_metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #84aa2ab5a796ffa0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:84
    from opentelemetry import trace as otel_trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e2d0724d20f3ddca Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:85
    from opentelemetry.context import attach, detach

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #76e29bbb97a0c6be Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:86
    from opentelemetry.propagate import extract

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a2dc20709f75f433 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:87
    from opentelemetry.semconv._incubating.attributes.gen_ai_attributes import (
        GEN_AI_AGENT_DESCRIPTION,
        GEN_AI_AGENT_ID,
        GEN_AI_AGENT_NAME,
        GEN_AI_CONVERSATION_ID,
        GEN_AI_DATA_SOURCE_ID,
        GEN_AI_INPUT_MESSAGES,
        GEN_AI_OPERATION_NAME,
        GEN_AI_OUTPUT_MESSAGES,
        GEN_AI_OUTPUT_TYPE,
        GEN_AI_PROVIDER_NAME,
        GEN_AI_REQUEST_CHOICE_COUNT,
        GEN_AI_REQUEST_ENCODING_FORMATS,
        GEN_AI_REQUEST_FREQUENCY_PENALTY,
        GEN_AI_REQUEST_MAX_TOKENS,
        GEN_AI_REQUEST_MODEL,
        GEN_AI_REQUEST_PRESENCE_PENALTY,
        GEN_AI_REQUEST_SEED,
        GEN_AI_REQUEST_STOP_SEQUENCES,
        GEN_AI_REQUEST_TEMPERATURE,
        GEN_AI_REQUEST_TOP_K,
        GEN_AI_REQUEST_TOP_P,
        GEN_AI_RESPONSE_FINISH_REASONS,
        GEN_AI_RESPONSE_ID,
        GEN_AI_RESPONSE_MODEL,
        GEN_AI_SYSTEM_INSTRUCTIONS,
        GEN_AI_TOKEN_TYPE,
        GEN_AI_TOOL_CALL_ARGUMENTS,
        GEN_AI_TOOL_CALL_ID,
        GEN_AI_TOOL_CALL_RESULT,
        GEN_AI_TOOL_DEFINITIONS,
        GEN_AI_TOOL_DESCRIPTION,
        GEN_AI_TOOL_NAME,
        GEN_AI_TOOL_TYPE,
        GEN_AI_USAGE_INPUT_TOKENS,
        GEN_AI_USAGE_OUTPUT_TOKENS,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a37b3d4320b3221c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:124
    from opentelemetry.semconv.schemas import Schemas

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #65c21b60d7048dbc Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:125
    from opentelemetry.trace import (
        Span,
        SpanKind,
        Status,
        StatusCode,
        get_current_span,
        set_span_in_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fa2729b8786790e5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:2980
                        from opentelemetry.trace import NonRecordingSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #02197d52ac138407 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:3221
            import opentelemetry.trace as _otrace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3b3eb7db4ec3393e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:3222
            from opentelemetry import context as _otel_ctx

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f93edd29ed2be32b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:3223
            from opentelemetry._logs import get_logger_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0a35058fd67370eb Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:3229
                from opentelemetry.sdk._logs import LoggerProvider as _SdkLP

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #84ed709e97895c53 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/langchain_azure_ai/evaluation/foundry.py:253
            from opentelemetry.propagate import inject

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

expand_more 38 low-confidence finding(s)
low env_fs dependency Excluded from app score #121eeb2d06e69108 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_resources.py:253
        ai_openai_ep = os.environ.get("AZURE_AI_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3bcea9857b1cda7c Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_resources.py:259
        azure_openai_ep = os.environ.get("AZURE_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #be40a20489ec3c9c Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_resources.py:265
        deployment_name = os.environ.get("AZURE_OPENAI_DEPLOYMENT_NAME")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4d4c573f8b33ec34 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_resources.py:271
        api_version = os.environ.get("AZURE_OPENAI_API_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #396b287c52b61561 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_user_agent.py:62
    return os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #53254dd48ebd3e89 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_user_agent.py:62
    return os.environ.get(
        USER_AGENT_TELEMETRY_DISABLED_ENV_VAR, "false"
    ).lower() not in ("true", "1")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c941e6f13abe50a3 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/_user_agent.py:97
    if os.environ.get(_FOUNDRY_HOSTING_ENV_VAR):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d84bb4320377e637 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/agents/_v1/prebuilt/declarative.py:420
                    with open(f"{target_dir}/{file_name}", "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e0e31a68d5532a3d Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/agents/hosting/__init__.py:115
os.environ.setdefault("AZURE_HTTP_USER_AGENT", HOSTING_USER_AGENT)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0c9f88b6d6b9cd4e Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/agents/middleware/content_safety/_base.py:199
            endpoint = os.environ.get("AZURE_CONTENT_SAFETY_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6a9e403d4bd22641 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:166
    val = os.getenv(key, "").strip().lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #725028ce612d63cb Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:368
            resolved_connection_string = connection_string or os.getenv(
                _ENV_CONNECTION_STRING
            )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #750717e834bcd0d9 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:381
                or _normalize_provider_name(os.getenv(_ENV_PROVIDER_NAME))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #237d8f738d9654ae Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:384
            resolved_agent_id = agent_id or os.getenv(_ENV_AGENT_ID)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #37ee1bffd6194bef Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/auto_instrument.py:399
            resolved_name = resolved_agent_id or os.getenv("OTEL_SERVICE_NAME")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #144e5cf6327a0344 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:137
_DEBUG_THREAD_STACK = os.getenv("AZURE_TRACING_DEBUG_THREAD_STACK", "").lower() in {

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5d926f27ad6d94af Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1374
            env_keys = os.getenv("OTEL_MESSAGE_KEYS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8c5b29195697d449 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1385
            env_paths = os.getenv("OTEL_MESSAGE_PATHS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e11f25255fece5e3 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1398
            env_val = os.getenv("OTEL_TRACE_LANGGRAPH_STATE", "").lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6b6052b75a7564a8 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1405
            env_max = os.getenv("OTEL_MAX_STATE_SIZE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3facd28c74237bee Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1418
            env_val = os.getenv("OTEL_AUTO_CONFIGURE_AZURE_MONITOR", "").lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bbc944bb16140ee5 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:1427
                connection_string = os.getenv("APPLICATION_INSIGHTS_CONNECTION_STRING")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #08e8d0c5002823dd Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/callbacks/tracers/inference_tracing.py:3305
            os.environ.setdefault("OTEL_TRACES_SAMPLER", "always_on")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b1ec6ba576be1a8a Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/document_loaders/content_understanding.py:369
                    with open(self._file_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #59b0bf1f76a65dc0 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/document_loaders/content_understanding.py:396
            with open(self._file_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #108cf72efba34cd6 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/document_loaders/content_understanding.py:410
            with open(self._file_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #ddecf2167434565d Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_azure_ai/retrievers/azure_ai_search.py:192
        response = requests.get(search_url, headers=self._headers)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #fc3bf21f7c6d4fac Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_azure_ai/retrievers/azure_ai_search.py:202
                async with session.get(search_url, headers=self._headers) as response:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #6511fbb85bf473c5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_azure_ai/retrievers/azure_ai_search.py:205
            async with self.aiosession.get(
                search_url, headers=self._headers
            ) as response:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling reachable #c451ede85114b43c Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/_openai_tools.py:165
            with open(file_path, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #0f9670da3836be7d Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/_openai_tools.py:341
            with open(file_path, "rb") as audio_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #afae4efe755ccdd7 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/services/content_understanding.py:173
            with open(source, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #c18d8dbb71bd172a Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/services/document_intelligence.py:118
            with open(source, "rb") as document:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #237bd5bfb9252800 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/services/image_analysis.py:129
                with open(source, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling reachable #1d83c7433662fc08 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_azure_ai/tools/services/speech_to_text.py:127
        with urllib.request.urlopen(url) as response:  # noqa: S310

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling reachable #29a31b9f21012c86 Filesystem access.
pkgs/python/[email protected]/langchain_azure_ai/tools/services/speech_to_text.py:128
            with open(tmp_path, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d50c9c87942be677 Environment-variable access.
pkgs/python/[email protected]/langchain_azure_ai/utils/env.py:118
        if env_value := os.getenv(k):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #a42da65882373fa5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_azure_ai/utils/utils.py:137
    response = requests.get(audio_url, stream=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

PyYAML

python dependency
expand_more 3 low-confidence finding(s)
low env_fs dependency Excluded from app score #a4a9339bae98e4fb Environment-variable access.
pkgs/python/[email protected]/setup.py:72
os.environ['SETUPTOOLS_USE_DISTUTILS'] = 'local'

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d13f85ed024293cd Environment-variable access.
pkgs/python/[email protected]/setup.py:81
if 'sdist' in sys.argv or os.environ.get('PYYAML_FORCE_CYTHON') == '1':

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bf34c8a84ac2e9d0 Environment-variable access.
pkgs/python/[email protected]/setup.py:160
            with_ext = getattr(self, ext.attr_name) or os.environ.get('PYYAML_FORCE_{0}'.format(ext.feature_name.upper()))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

SQLAlchemy

python dependency
expand_more 29 low-confidence finding(s)
low egress dependency Excluded from app score #2685dfd318196d42 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/lib/sqlalchemy/pool/impl.py:145
            self._pool.put(record, False)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling reachable #1a270ce648813a73 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/fixtures/mypy.py:42
            with open(
                Path(cachedir) / "sqla_mypy_config.cfg", "w"
            ) as config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #37dc4237d399746b Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/fixtures/mypy.py:56
            with open(
                Path(cachedir) / "plain_mypy_config.cfg", "w"
            ) as config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #ddc250209be6b7bf Environment-variable access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/fixtures/mypy.py:106
            os.environ.pop("MYPY_FORCE_COLOR", None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #9922b1654e2e09ce Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/fixtures/mypy.py:146
        with open(path) as file_:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #71539a34062821b6 Environment-variable access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/plugin/plugin_base.py:398
    if os.environ.get("REQUIRE_SQLALCHEMY_CEXT", "0") == "1":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #21ebae7a5c7ad72e Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/plugin/plugin_base.py:455
            with open(options.write_idents, "a") as file_:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4ccf9d278b567b87 Environment-variable access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/plugin/pytestplugin.py:880
        return os.environ.get("PYTEST_CURRENT_TEST")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1df8ea891aa87ae3 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/profiling.py:200
            profile_f = open(self.fname)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b2595ba5afd35736 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/profiling.py:219
        profile_f = open(self.fname, "w")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5ed038d50b9453b4 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/testing/provision.py:453
    with open(idents_file) as file_:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b2c5d80397bab2b8 Environment-variable access.
pkgs/python/[email protected]/lib/sqlalchemy/util/_has_cy.py:27
    if os.environ.get("DISABLE_SQLALCHEMY_CEXT_RUNTIME"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5bd8bcd7d9f83565 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/util/tool_support.py:134
            Path(destination_path).write_text(
                text, encoding="utf-8", newline="\n"
            )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #aa52a97742b521c3 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/util/tool_support.py:146
            with open(tempfile) as tf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0ecfa53f15a0c8bc Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/util/tool_support.py:162
            with open(source_file, encoding="utf-8") as tf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a040285c873ae527 Filesystem access.
pkgs/python/[email protected]/lib/sqlalchemy/util/tool_support.py:169
        with open(destination_path, encoding="utf-8") as dp:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e3449332e9c38ef4 Environment-variable access.
pkgs/python/[email protected]/noxfile.py:95
    cmd.extend(os.environ.get(dburl_env, default_dburl).split())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f1d047e0cbd76a72 Environment-variable access.
pkgs/python/[email protected]/noxfile.py:106
    env_dbdrivers = os.environ.get(extra_driver_env, None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #491b45143bc683b1 Environment-variable access.
pkgs/python/[email protected]/noxfile.py:269
    cmd.extend(os.environ.get("TOX_WORKERS", "-n4").split())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #19eb78f450232dcd Environment-variable access.
pkgs/python/[email protected]/setup.py:23
DISABLE_EXTENSION = bool(os.environ.get("DISABLE_SQLALCHEMY_CEXT"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4b761e0dfda32b60 Environment-variable access.
pkgs/python/[email protected]/setup.py:24
REQUIRE_EXTENSION = bool(os.environ.get("REQUIRE_SQLALCHEMY_CEXT"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #5f553f8c02845ec3 Filesystem access.
pkgs/python/[email protected]/tools/format_docs_code.py:155
    original = file.read_text("utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3b7c4d101abdc89d Filesystem access.
pkgs/python/[email protected]/tools/format_docs_code.py:313
                file.write_text(updated, "utf-8", newline="\n")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #45883220595c9507 Filesystem access.
pkgs/python/[email protected]/tools/generate_proxy_methods.py:145
    with open(fn.__code__.co_filename) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #07399513f74cfe47 Filesystem access.
pkgs/python/[email protected]/tools/generate_proxy_methods.py:373
        open(filename) as orig_py,

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #89fc7e3c1b8c1478 Filesystem access.
pkgs/python/[email protected]/tools/generate_sql_functions.py:38
        open(filename) as orig_py,

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #b2e364490c6b04cd Filesystem access.
pkgs/python/[email protected]/tools/generate_tuple_map_overloads.py:53
        open(filename) as orig_py,

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #22c8132d359cf3e5 Filesystem access.
pkgs/python/[email protected]/tools/normalize_file_headers.py:27
    content = file.read_text("utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #a630dfea4d279254 Filesystem access.
pkgs/python/[email protected]/tools/sync_test_files.py:35
    source_data = Path(source).read_text().replace(remove_str, "")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

aiohttp

python dependency
expand_more 30 low-confidence finding(s)
low env_fs dependency Excluded from app score #7790b7afdaa04627 Filesystem access.
pkgs/python/[email protected]/aiohttp/cookiejar.py:207
        with open(
            file_path,
            mode="w",
            encoding="utf-8",
            opener=lambda path, flags: os.open(path, flags, 0o600),
        ) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #947b39bce333602f Environment-variable access.
pkgs/python/[email protected]/aiohttp/helpers.py:73
NO_EXTENSIONS = bool(os.environ.get("AIOHTTP_NO_EXTENSIONS"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ea2b0147524e41c3 Environment-variable access.
pkgs/python/[email protected]/aiohttp/helpers.py:82
    not sys.flags.ignore_environment and bool(os.environ.get("PYTHONASYNCIODEBUG"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e76b350d81d3258c Environment-variable access.
pkgs/python/[email protected]/aiohttp/helpers.py:228
    netrc_env = os.environ.get("NETRC")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #f58cf28de8caf093 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/aiohttp/test_utils.py:347
        resp = await self._session.request(method, self.make_url(path), **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #4ef739086ddfbbd4 Environment-variable access.
pkgs/python/[email protected]/aiohttp/web_fileresponse.py:50
NOSENDFILE: Final[bool] = bool(os.environ.get("AIOHTTP_NOSENDFILE"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #61ad6d5aa478285a Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/docs/code/client_middleware_cookbook.py:65
                async with req.session.post(url, data=self.refresh_token) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #c0874cde1e11888a Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/docs/code/client_middleware_cookbook.py:87
                    async with req.session.post(url, data=self.refresh_token) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #ef26b7770dc64bfc Environment-variable access.
pkgs/python/[email protected]/docs/conf.py:21
    os.getenv("READTHEDOCS", "False") == "True"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #158b15237cd5b6ab Environment-variable access.
pkgs/python/[email protected]/docs/conf.py:22
    and os.environ["READTHEDOCS_VERSION_TYPE"] == "tag"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #58ad2ed48c9ad266 Filesystem access.
pkgs/python/[email protected]/docs/conf.py:31
with open(_version_path, encoding="latin1") as fp:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #5354e813c1d7cf73 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/client_auth.py:9
    async with session.get("http://httpbin.org/basic-auth/andrew/password") as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #6cee2bba6a445762 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/client_json.py:9
    async with session.get("http://httpbin.org/get") as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #ad17adb85c99b571 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/curl.py:12
        async with session.request("GET", url) as response:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #2a5eac277a4bc9e1 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/digest_auth_qop_auth.py:48
            async with session.get(url) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #7c773404f895e911 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/fake_server.py:109
        async with session.get(
            "https://graph.facebook.com/v2.7/me", params={"access_token": token}
        ) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #77c0cc440a7327e0 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/fake_server.py:114
        async with session.get(
            "https://graph.facebook.com/v2.7/me/friends", params={"access_token": token}
        ) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #6c7c11e1f481d993 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/logging_middleware.py:147
            coro = session.get(f"http://localhost:8080/hello/User{i}")

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #1ad1cdbed21b7594 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/token_refresh_middleware.py:65
            async with session.post(
                self.token_endpoint,
                json={"refresh_token": self.refresh_token},
                middlewares=(),  # Disable middleware for this request
            ) as resp:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #d740d1b4ed41090b Filesystem access.
pkgs/python/[email protected]/examples/web_ws.py:20
        with open(WS_FILE, "rb") as fp:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6c70a772ecebb7d4 Filesystem access.
pkgs/python/[email protected]/requirements/sync-direct-runtime-deps.py:12
data = tomllib.loads(Path("pyproject.toml").read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #55672283c753f8fb Filesystem access.
pkgs/python/[email protected]/requirements/sync-direct-runtime-deps.py:19
with open(Path("requirements", "runtime-deps.in"), "w") as outfile:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d659342811d4cbb0 Environment-variable access.
pkgs/python/[email protected]/setup.py:13
    os.environ.get("AIOHTTP_USE_SYSTEM_DEPS", os.environ.get("USE_SYSTEM_DEPS"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ec51ecb42834bb9d Environment-variable access.
pkgs/python/[email protected]/setup.py:15
NO_EXTENSIONS: bool = bool(os.environ.get("AIOHTTP_NO_EXTENSIONS"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d8630d6200d23d83 Environment-variable access.
pkgs/python/[email protected]/setup.py:16
CYTHON_TRACING: bool = bool(os.environ.get("AIOHTTP_CYTHON_TRACE"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #63cf023cc0b72800 Filesystem access.
pkgs/python/[email protected]/tools/check_sum.py:30
        hasher.update(full_src.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #5565daeaef1ae75e Filesystem access.
pkgs/python/[email protected]/tools/check_sum.py:37
        dst_hash = dst.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #8374e651371a7a3c Filesystem access.
pkgs/python/[email protected]/tools/check_sum.py:41
        dst.write_text(src_hash)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3e7242bd96c66755 Filesystem access.
pkgs/python/[email protected]/tools/cleanup_changes.py:30
    changes = (root / "CHANGES.rst").read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #a22a9eff92cdd873 Filesystem access.
pkgs/python/[email protected]/tools/gen.py:16
    code = compile(hdrs_file.read_text(), str(hdrs_file), "exec")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

anthropic

python dependency
expand_more 123 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #a4a69a7166699b32 Environment-variable access.
pkgs/python/[email protected]/examples/agents.py:9
    anthropic = Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow tooling Excluded from app score unreachable #50bc355c84550de7 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents.py:15 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:9 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:15
    print("Created environment:", environment.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #86ad9e98188da1cd PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents.py:22 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:9 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:22
    print("Created agent:", agent.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #324e5388b6355934 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents.py:29 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:9 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:29
    print("Created session:", session.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #f34f0af6c955092f PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents.py:45 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:9 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents.py:45
            print(event.to_json(indent=2))

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs tooling Excluded from app score unreachable #12d983924f132335 Environment-variable access.
pkgs/python/[email protected]/examples/agents_comprehensive.py:18
    anthropic = Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #64fdcdce8eb31ada Environment-variable access.
pkgs/python/[email protected]/examples/agents_comprehensive.py:20
    github_token = os.environ.get("GITHUB_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow tooling Excluded from app score unreachable #90d3cba0b6083a3a PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:28 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:28
    print("Created environment:", environment.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #d0a40061ca1ac6cb PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:32 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:32
    print("Created vault:", vault.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #695f6c5ecffa443c PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:43 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:43
    print("Created credential:", credential.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs tooling Excluded from app score unreachable #a08ceb3fd9b0b67a Filesystem access.
pkgs/python/[email protected]/examples/agents_comprehensive.py:47
    with open(skill_md_path, "rb") as skill_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow tooling Excluded from app score unreachable #a98fcf6b74571257 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:52 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:52
    print("Created skill:", skill.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #cc5278becc16cf9b PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:75 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:75
    print("Created agent v1:", agent_v1.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #d94af45edc39e296 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:86 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:86
    print("Patched agent to v2:", agent.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #5476430809a0c7fe PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:89 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:89
    print("Agent versions:", versions.data)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #40bc55cd6eed9bb3 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:97 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:97
    print("Created session:", session.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #fc286474fd0c84ff PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_comprehensive.py:108 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:18 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_comprehensive.py:108
            print(event.to_json(indent=2))

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs tooling Excluded from app score unreachable #624e47bfac18f522 Environment-variable access.
pkgs/python/[email protected]/examples/agents_with_files.py:10
    anthropic = Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow tooling Excluded from app score unreachable #f97fb8db36f29440 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:16 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:16
    print("Created environment:", environment.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #7b8b2c5c8dcd3476 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:32 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:32
    print("Created agent:", agent.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #6b0cc62564d32a24 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:38 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:38
    print("Uploaded file:", file.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #3309a7f58f3bd33f PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:52 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:52
    print("Created session:", session.id)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #14eba7f0bd550f56 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:55 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:55
    print("Listed session resources:", resources.data)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow tooling Excluded from app score unreachable #e2d2d6e2fb2670e4 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
pkgs/python/[email protected]/examples/agents_with_files.py:76 · flow /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:10 → /tmp/closeopen-x3yu093y/pkgs/python/[email protected]/examples/agents_with_files.py:76
            print(event.to_json(indent=2))

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs tooling Excluded from app score unreachable #4962efd92fe05ab0 Environment-variable access.
pkgs/python/[email protected]/examples/managed-agents-observe-tool-calls.py:46
    val = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #35bf97f6fcabcca9 Environment-variable access.
pkgs/python/[email protected]/examples/managed-agents-observe-tool-calls.py:64
    workdir = os.environ.get("ANTHROPIC_WORKDIR", ".")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #451ee2b06f964c4c Environment-variable access.
pkgs/python/[email protected]/examples/managed-agents-self-hosted-sandbox-worker.py:48
    val = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #2c8b4397bdf10acf Environment-variable access.
pkgs/python/[email protected]/examples/managed-agents-self-hosted-sandbox-worker.py:60
    workdir = os.environ.get("ANTHROPIC_WORKDIR", ".")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #2b28b764a81e45e1 Environment-variable access.
pkgs/python/[email protected]/examples/workload_identity.py:70
        identity_token_provider=lambda: os.environ["ANTHROPIC_IDENTITY_TOKEN"],

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #0ece6ddc7d2d1c75 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/anthropic/_base_client.py:325
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #236b3447303136da Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:107
    if api_key is not None and os.environ.get("ANTHROPIC_API_KEY"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #105ed29c6dc63180 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:109
    if auth_token is not None and os.environ.get("ANTHROPIC_AUTH_TOKEN"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1dc8433b015989a0 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:214
            api_key = os.environ.get("ANTHROPIC_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #12295f83ff6eabe6 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:215
            auth_token = os.environ.get("ANTHROPIC_AUTH_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #761285d99f40f749 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:221
            webhook_key = os.environ.get("ANTHROPIC_WEBHOOK_SIGNING_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #603d34e95d8188ce Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:225
            base_url = os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #82c2bf2c4c46d718 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:234
        custom_headers_env = os.environ.get("ANTHROPIC_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #380e00584f1c4d66 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:634
            api_key = os.environ.get("ANTHROPIC_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c0dc573aec8c481d Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:635
            auth_token = os.environ.get("ANTHROPIC_AUTH_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a37b211a77e9b630 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:641
            webhook_key = os.environ.get("ANTHROPIC_WEBHOOK_SIGNING_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4913b768fbc7c8a5 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:645
            base_url = os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bbbc45afdf360df9 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_client.py:654
        custom_headers_env = os.environ.get("ANTHROPIC_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4c01854cdebad7c8 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #499122fbc332542e Filesystem access.
pkgs/python/[email protected]/src/anthropic/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #28d90714c1ab0354 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b38dca64fe161229 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4fc7016b05ed6c14 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_legacy_response.py:464
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c733ddbe69ec483c Filesystem access.
pkgs/python/[email protected]/src/anthropic/_legacy_response.py:477
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a99f486ed6faf580 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_models.py:120
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f8e276dc8a43e235 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_response.py:537
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1f20a614c32dd348 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_response.py:579
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b3e92ffa1484a4c3 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/_utils/_logs.py:17
    env = os.environ.get("ANTHROPIC_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #58f7f475fe85d830 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_utils/_transform.py:250
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #530c0184b527d8b9 Filesystem access.
pkgs/python/[email protected]/src/anthropic/_utils/_transform.py:418
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4bdd97fba8ab051b Filesystem access.
pkgs/python/[email protected]/src/anthropic/_utils/_utils.py:379
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2136f393841bc46a Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/_files.py:25
        files.append((path.relative_to(relative_to).as_posix(), path.read_bytes()))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1f93690adb9d7efd Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/_files.py:42
        files.append((path.relative_to(relative_to).as_posix(), await path.read_bytes()))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d52ed10ed583bdb2 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/aws/_credentials.py:25
        value = os.environ.get(var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #eb96fbe55a39b361 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/aws/_credentials.py:90
    return os.environ.get("AWS_REGION") or os.environ.get("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #568a784ff2cd2ed8 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_client.py:77
    aws_region = os.environ.get("AWS_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e9913ee6a8941996 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_client.py:165
            api_key = os.environ.get("AWS_BEARER_TOKEN_BEDROCK")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2375017114e1b49e Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_client.py:190
            base_url = os.environ.get("ANTHROPIC_BEDROCK_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #db87c30234cda03e Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_client.py:345
            api_key = os.environ.get("AWS_BEARER_TOKEN_BEDROCK")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1675664a333ead7f Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_client.py:370
            base_url = os.environ.get("ANTHROPIC_BEDROCK_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e7249022e3b7a8aa Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/bedrock/_mantle.py:144
        base_url = os.environ.get("ANTHROPIC_BEDROCK_MANTLE_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fee536f12e18b1a6 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:33
    federation_rule_id = os.environ.get(ENV_FEDERATION_RULE_ID)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5d11d955e977ba81 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:34
    organization_id = os.environ.get(ENV_ORGANIZATION_ID)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ad36a0fc66b8e9fe Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:35
    has_literal_token = ENV_IDENTITY_TOKEN in os.environ

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ebd26d3f2f821158 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:50
            value = os.environ.get(ENV_IDENTITY_TOKEN)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #40ce526a3aee4f5f Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:65
        service_account_id=os.environ.get(ENV_SERVICE_ACCOUNT_ID),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4f508e62b2b3175b Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:69
        workspace_id=os.environ.get(ENV_WORKSPACE_ID) or None,

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #494f1f79b44c5525 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:70
        scope=os.environ.get(ENV_SCOPE),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1b43c76eb50578da Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:108
    if os.environ.get(ENV_API_KEY):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f0a290994f9f0f4d Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:112
    auth_token = os.environ.get(ENV_AUTH_TOKEN)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #72653c0011c54f8e Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_chain.py:119
    env_explicit = bool(os.environ.get(ENV_PROFILE) or os.environ.get(ENV_CONFIG_DIR))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #12c1e1f85ebe1c99 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:78
    env = os.environ.get(ENV_CONFIG_DIR)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0c5947638c0a5fa3 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:82
        appdata = os.environ.get("APPDATA")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9254ff4129f8eaf3 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:92
        name = (_config_dir() / "active_config").read_text(encoding="utf-8").strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ad06971d1bacaf41 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:105
    env = os.environ.get(ENV_PROFILE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #163587abe4d537ec Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:224
    env = os.environ.get(ENV_IDENTITY_TOKEN_FILE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #691468342b72c150 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:240
    if os.environ.get(ENV_PROFILE) or os.environ.get(ENV_CONFIG_DIR):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0b70359ae5278cdb Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:244
    if os.environ.get(ENV_FEDERATION_RULE_ID) and os.environ.get(ENV_ORGANIZATION_ID):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fae96f0b5ea65ee8 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_constants.py:245
        if os.environ.get(ENV_IDENTITY_TOKEN_FILE) or os.environ.get(ENV_IDENTITY_TOKEN):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #378ef93e954db4e5 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:96
            v = os.environ.get(env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #befeb98ffadfb159 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:110
            v = os.environ.get(ENV_IDENTITY_TOKEN_FILE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a8a720d5632a7360 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:136
        value = os.environ.get(self._env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #499d74c9ffadba3e Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:284
            raw = self._config_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #836bd2d46e08f8cf Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:374
            creds: Dict[str, Any] = _wrap_secret_fields(json.loads(path.read_text(encoding="utf-8")))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #6dec37d866ee404f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:538
            resp = self._get_http_client().post(
                f"{self._base_url}{TOKEN_ENDPOINT}",
                # Serialized inline so the raw request bytes are never bound
                # to a local here; SecretStr values unwrap at dump time.
                content=_json_dumps_secrets(body),
                headers={
                    "Content-Type": "application/json",
                    # oauth-2025-04-20 unlocks the token endpoint family. Do
                    # NOT send oidc-federation-2026-04-01 — that's a routing
                    # switch that misroutes refresh_token grants to the Go
                    # userauth handler, which only accepts jwt-bearer.
                    "anthropic-beta": OAUTH_API_BETA_HEADER,
                    "User-Agent": _user_agent(),
                },
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #4276f465fcbfd270 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_providers.py:746
            content = self._path.read_text(encoding="utf-8").strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #787fd5ca761d5748 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/anthropic/lib/credentials/_workload.py:259
            resp = self._http_client.post(
                url,
                # Serialized inline so the raw request bytes are never bound
                # to a local here; SecretStr values unwrap at dump time.
                content=_json_dumps_secrets(body),
                headers={
                    "anthropic-beta": _JWT_BEARER_BETA_HEADER,
                    "Content-Type": "application/json",
                    "User-Agent": _user_agent(),
                },
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #1dbfb3079e90bd99 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/environments/_worker.py:160
    resolved = value or os.environ.get(env_var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4eeffaae3cd8ae3c Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:157
        api_key = api_key if api_key is not None else os.environ.get("ANTHROPIC_FOUNDRY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cb09f2511eb7d3eb Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:158
        resource = resource if resource is not None else os.environ.get("ANTHROPIC_FOUNDRY_RESOURCE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0f019ff89b867969 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:159
        base_url = base_url if base_url is not None else os.environ.get("ANTHROPIC_FOUNDRY_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a62c0120ec523eec Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:382
        api_key = api_key if api_key is not None else os.environ.get("ANTHROPIC_FOUNDRY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6959d76f16afc11f Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:383
        resource = resource if resource is not None else os.environ.get("ANTHROPIC_FOUNDRY_RESOURCE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b407b0ee807b3324 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/foundry.py:384
        base_url = base_url if base_url is not None else os.environ.get("ANTHROPIC_FOUNDRY_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3c0c5d4dc669add4 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:247
            location = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_LOCATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e60a769ae4f671a1 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:252
            project = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_PROJECT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c07a74ff0403827f Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:254
            project = os.environ.get("GOOGLE_CLOUD_PROJECT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e0ed76954e783210 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:260
            base_url = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ccfa9820ea29b2aa Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:266
            workspace_id = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_WORKSPACE_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bace64432f2a3020 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:493
            location = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_LOCATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e9ce924032f80d45 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:498
            project = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_PROJECT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #55d5cd68424c4120 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:500
            project = os.environ.get("GOOGLE_CLOUD_PROJECT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #72f8b1622170ae07 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:506
            base_url = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #27f7a11c7ea22494 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/google_cloud/_client.py:510
            workspace_id = os.environ.get("ANTHROPIC_GOOGLE_CLOUD_WORKSPACE_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #9d851379e133139d Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/_beta_builtin_memory_tool.py:356
        return full_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #5fc5d8593374d4bb Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/_beta_builtin_memory_tool.py:653
        return await full_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #01db42b5ddb49036 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/_skills.py:138
                with zf.open(info) as src, open(target, "wb") as out:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #aaafc713a7da5788 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/_skills.py:164
            with extracted as src, open(target, "wb") as out:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #529958da4d3556fa Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:156
    return {k: v for k, v in os.environ.items() if not k.startswith("ANTHROPIC_")}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #4bcc2e977411cfd6 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:558
    data = base64.standard_b64encode(target.read_bytes()).decode("ascii")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #511e898e6b567cc6 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:597
            text = target.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #56e0a0ead1e61533 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:629
            target.write_text(content, encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #ca1ff88112fb6746 Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:659
            text = target.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #58b0dba69faf069b Filesystem access.
pkgs/python/[email protected]/src/anthropic/lib/tools/agent_toolset.py:673
            target.write_text(updated, encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #28f45c438be95bdc Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/vertex/_client.py:46
        project_id = os.environ.get("ANTHROPIC_VERTEX_PROJECT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4de9e921829f979f Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/vertex/_client.py:114
            region = os.environ.get("CLOUD_ML_REGION", NOT_GIVEN)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b97862e821e9f4d7 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/vertex/_client.py:121
            base_url = os.environ.get("ANTHROPIC_VERTEX_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ca06f6e8f43d2a33 Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/vertex/_client.py:278
            region = os.environ.get("CLOUD_ML_REGION", NOT_GIVEN)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9c00a0935d8c954b Environment-variable access.
pkgs/python/[email protected]/src/anthropic/lib/vertex/_client.py:285
            base_url = os.environ.get("ANTHROPIC_VERTEX_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

exa-py

python dependency
expand_more 13 low-confidence finding(s)
low env_fs dependency Excluded from app score #7dbc332f9a036f92 Environment-variable access.
pkgs/python/[email protected]/exa_py/api.py:50
is_beta = os.getenv("IS_BETA") == "True"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3e9b06ecd023e483 Environment-variable access.
pkgs/python/[email protected]/exa_py/api.py:1440
            api_key = os.environ.get("EXA_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #3122f192f60917b9 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:1512
                res = requests.get(
                    self.base_url + endpoint,
                    headers=request_headers,
                    params=params,
                    stream=True,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #59cfbcc1ed99dda7 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:1526
                res = requests.get(
                    self.base_url + endpoint, headers=request_headers, params=params
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #bb98b594dedbb84f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:1531
                res = requests.post(
                    self.base_url + endpoint,
                    data=json_data,
                    headers=request_headers,
                    stream=True,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #90ffd609095e09fa Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:1545
                res = requests.post(
                    self.base_url + endpoint, data=json_data, headers=request_headers
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #34e775ceabbda148 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:2736
                res = await self.client.get(
                    self.base_url + endpoint, params=params, headers=request_headers
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #62c21c62e4358dfd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/api.py:2754
                res = await self.client.post(
                    self.base_url + endpoint, json=data, headers=request_headers
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #957da227c3044a6a Filesystem access.
pkgs/python/[email protected]/exa_py/utils.py:185
            with open(pyproject_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a6441b23fce55958 Filesystem access.
pkgs/python/[email protected]/exa_py/websets/imports/client.py:54
                with open(csv_data, 'r', encoding='utf-8') as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #ca5b218637c19320 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/websets/imports/client.py:92
        upload_response = requests.put(
            import_response.upload_url,
            data=csv_content,
            headers={'Content-Type': 'text/csv'}
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #a472d1a9b8d95566 Filesystem access.
pkgs/python/[email protected]/exa_py/websets/imports/client.py:217
                with open(csv_data, 'r', encoding='utf-8') as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #e6c5d69af8900a88 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/exa_py/websets/imports/client.py:257
            upload_response = await http_client.put(
                import_response.upload_url,
                data=csv_content,
                headers={'Content-Type': 'text/csv'}
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

fastembed

python dependency
expand_more 21 low-confidence finding(s)
low egress dependency Excluded from app score #5bc9ccf986e0b2f9 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/fastembed/common/model_management.py:102
        response = requests.get(url, stream=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #1b545acd7b0eaeac Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:126
            with open(output_path, "wb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #16772bff063331f1 Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:200
                (model_dir / cls.METADATA_FILE).write_text(json.dumps(meta))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0d59ce55111b1992 Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:220
                metadata = json.loads(metadata_file.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #63fdd992c556b992 Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:252
            metadata = json.loads(metadata_file.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #98869a8baae7d779 Environment-variable access.
pkgs/python/[email protected]/fastembed/common/model_management.py:398
        hf_offline = os.environ.get("HF_HUB_OFFLINE", "").strip().upper()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #60061913cccc6b21 Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:15
    with open(str(tokens_map_path)) as tokens_map_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3c67888f9463bacf Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:34
    with open(str(config_path)) as config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #649c63f691ee0904 Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:37
    with open(str(tokenizer_config_path)) as tokenizer_config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #43e1cfc1c13a954f Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:81
    with open(str(preprocessor_config_path)) as preprocessor_config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #04f751d4994dc318 Environment-variable access.
pkgs/python/[email protected]/fastembed/common/utils.py:54
        cache_path = Path(os.getenv("FASTEMBED_CACHE_PATH", default_cache_dir))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #859b02d7fa66ada9 Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:140
        with open(processor_config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d6fe8a52ce4d49b2 Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:145
        with open(preprocessor_config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f546c3e2f8e19f0a Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:153
        with open(config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6a918035d93daad5 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/bm25.py:154
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a5e13ad11ed118c4 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/bm42.py:282
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a1fe577a17939e2b Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/minicoil.py:264
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #610a2d693acbf9ad Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:59
        with open(path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a8c11ac7d3a69f01 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:66
        with open(path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2bf35d37780b64d4 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:72
        with open(path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c53e88955871adb7 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:93
        with open(path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

fireworks-ai

python dependency
expand_more 25 low-confidence finding(s)
low env_fs dependency Excluded from app score #8c851f97bd5950fa Filesystem access.
pkgs/python/[email protected]/noxfile.py:31
    lockfile_lines = Path("requirements-dev.lock").read_text(encoding="utf-8").splitlines()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #95ceee966b803b14 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/fireworks/_base_client.py:306
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #4dc71318389d6730 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:141
            api_key = os.environ.get("FIREWORKS_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9bfbe5b7e9986537 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:149
            account_id = os.environ.get("FIREWORKS_ACCOUNT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1c2a74b245c5bc15 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:153
            base_url = os.environ.get("FIREWORKS_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #af0715f8841e6e42 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:158
        custom_headers_env = os.environ.get("FIREWORKS_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e883330f91047287 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:462
            api_key = os.environ.get("FIREWORKS_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cdc4976c640cf816 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:470
            account_id = os.environ.get("FIREWORKS_ACCOUNT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #59d96f3897fe2b0f Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:474
            base_url = os.environ.get("FIREWORKS_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1acb90114f331ce2 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_client.py:479
        custom_headers_env = os.environ.get("FIREWORKS_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #26da98f2d136bbb0 Filesystem access.
pkgs/python/[email protected]/src/fireworks/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f1d7aedc1b41103f Filesystem access.
pkgs/python/[email protected]/src/fireworks/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e12443125a325571 Filesystem access.
pkgs/python/[email protected]/src/fireworks/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #72a7bac5006387ac Filesystem access.
pkgs/python/[email protected]/src/fireworks/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #badf4a652a922547 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_models.py:110
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #60e06e47dc363ad4 Filesystem access.
pkgs/python/[email protected]/src/fireworks/_response.py:495
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f198789b8b0fc938 Filesystem access.
pkgs/python/[email protected]/src/fireworks/_response.py:537
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d7c9e2a839e1ecdb Environment-variable access.
pkgs/python/[email protected]/src/fireworks/_utils/_logs.py:17
    env = os.environ.get("FIREWORKS_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dd302fc1a71b2964 Filesystem access.
pkgs/python/[email protected]/src/fireworks/_utils/_transform.py:248
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6dce6390170d581d Filesystem access.
pkgs/python/[email protected]/src/fireworks/_utils/_transform.py:414
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ca3c44c20f013fae Filesystem access.
pkgs/python/[email protected]/src/fireworks/_utils/_utils.py:379
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4acef9fa3fc044ac Filesystem access.
pkgs/python/[email protected]/src/fireworks/_version.py:30
        text = (_Path(__file__).resolve().parents[2] / "pyproject.toml").read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fcb632853b0d4785 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/training/sdk/client.py:1016
    return os.environ.get("FIREWORKS_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0a0d3591fd46c211 Environment-variable access.
pkgs/python/[email protected]/src/fireworks/training/sdk/client.py:1020
    return base_url or os.environ.get("FIREWORKS_BASE_URL") or DEFAULT_FIREWORKS_API_URL

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #bc9ee6595cfca74e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/fireworks/training/sdk/trainer.py:643
            r = self._sync_client.get(
                f"{base_url}/api/v1/healthz",
                headers=self._headers(Authorization=f"Bearer {self.api_key}"),
                timeout=timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

groq

python dependency
expand_more 18 low-confidence finding(s)
low egress dependency Excluded from app score #436169114ac0e8ba Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/groq/_base_client.py:306
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #630b56db8d48aab2 Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:81
            api_key = os.environ.get("GROQ_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5e7e3498e749c985 Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:89
            base_url = os.environ.get("GROQ_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b5b1c4afd3dd77ab Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:93
        custom_headers_env = os.environ.get("GROQ_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6518150e1a9ed398 Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:294
            api_key = os.environ.get("GROQ_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0fa5c91bed1f1a14 Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:302
            base_url = os.environ.get("GROQ_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4388fb000a078a5c Environment-variable access.
pkgs/python/[email protected]/src/groq/_client.py:306
        custom_headers_env = os.environ.get("GROQ_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #557ca7829281eec0 Filesystem access.
pkgs/python/[email protected]/src/groq/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d10ec590ab82e9cc Filesystem access.
pkgs/python/[email protected]/src/groq/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #79c4d9fe028d7509 Filesystem access.
pkgs/python/[email protected]/src/groq/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #efc02991698bbd88 Filesystem access.
pkgs/python/[email protected]/src/groq/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #559d529d624509b8 Environment-variable access.
pkgs/python/[email protected]/src/groq/_models.py:120
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ecba6638218cb151 Filesystem access.
pkgs/python/[email protected]/src/groq/_response.py:495
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3fabbf6fcf84e527 Filesystem access.
pkgs/python/[email protected]/src/groq/_response.py:537
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a07f3a4b2808a93c Environment-variable access.
pkgs/python/[email protected]/src/groq/_utils/_logs.py:17
    env = os.environ.get("GROQ_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #81412679686bcc09 Filesystem access.
pkgs/python/[email protected]/src/groq/_utils/_transform.py:248
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a89d7a216ce8d5fe Filesystem access.
pkgs/python/[email protected]/src/groq/_utils/_transform.py:414
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #843568a646738862 Filesystem access.
pkgs/python/[email protected]/src/groq/_utils/_utils.py:379
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

httpx

python dependency
expand_more 4 low-confidence finding(s)
low env_fs dependency Excluded from app score #04be7795f676ceaa Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:34
        if trust_env and os.environ.get("SSL_CERT_FILE"):  # pragma: nocover

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dd1f8576836c7f41 Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:35
            ctx = ssl.create_default_context(cafile=os.environ["SSL_CERT_FILE"])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f3227d5f894d5a1a Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:36
        elif trust_env and os.environ.get("SSL_CERT_DIR"):  # pragma: nocover

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e5c9ab4f858da4a8 Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:37
            ctx = ssl.create_default_context(capath=os.environ["SSL_CERT_DIR"])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

huggingface-hub

python dependency
expand_more 185 low-confidence finding(s)
low env_fs dependency Excluded from app score #67fee099da4b4374 Filesystem access.
pkgs/python/[email protected]/setup.py:6
    with open(rel_path, "r") as fp:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #35e9acc7ad1a9116 Filesystem access.
pkgs/python/[email protected]/setup.py:107
    long_description=open("README.md", "r", encoding="utf-8").read(),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ddf832edd642cf06 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/__init__.py:1231
if os.environ.get("EAGER_IMPORT", ""):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6fc86f59eeb92b2d Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:386
    with open(filter_file) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #951d7e801d984775 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:837
    with open(plan_file, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dc6a43ac75666af1 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:843
    with open(plan_file) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1cecfa72ce8388c9 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_commit_api.py:269
                with open(self.path_or_fileobj, "rb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #73a4038bbe1f6cee Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/_commit_api.py:1062
        response = get_session().post(url, headers=headers, content=data, params=params)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #e27461b56365b42c Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_local_folder.py:446
                gitignore.write_text("*")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2b07f854be23ffc7 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_local_folder.py:467
            tag_path.write_text(CACHEDIR_TAG_CONTENT)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #88c4683dd46101ab Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_oauth.py:183
    if os.getenv("SPACE_ID") is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9d7b02ae5e7066e6 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_oauth.py:319
                host = os.environ.get("SPACE_HOST")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8dac8244ca8e0724 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:48
    if os.environ.get("GITHUB_ACTIONS") == "true":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0c2061d2a4de832b Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:59
    request_url = os.environ.get("ACTIONS_ID_TOKEN_REQUEST_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4a8191bbdcbdf89e Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:60
    request_token = os.environ.get("ACTIONS_ID_TOKEN_REQUEST_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #0776e7ddc349bee6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:116
    response = get_session().post(
        f"{endpoint or constants.ENDPOINT}/oauth/token",
        json={
            "grant_type": _TOKEN_EXCHANGE_GRANT_TYPE,
            "subject_token_type": _ID_TOKEN_TYPE,
            "subject_token": subject_token,
            "resource": resource,
        },
    )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #7b59704d6ee9d02c Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:214
            self._write_ranges(path, Path(local_path).read_bytes(), mode)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4613566177c25ffe Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:216
        with open(local_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f475a685c76212a2 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:223
            with open(local_path, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #510e7b458800e006 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:228
            with open(local_path, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #39d92358a17aceb9 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:409
        response = self._client.request(method, self.base_url + path, timeout=timeout, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #f81d7ac680b25d28 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:435
                response = self._client.get(self.base_url + "/health", timeout=httpx.Timeout(5.0))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #68c4a6982d6a12a9 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:304
                with open(ref_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #baa2721bc92425ad Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:412
            with open(ref_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f9b3394b173a5670 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:657
        with open(ref_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6d7175c18af76b60 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/_tree_cache.py:106
        with open(path, encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bf8d56abbc777113 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:39
_is_local = os.environ.get("SPACE_ID") is None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #62eea20e1d384245 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:111
        self.webhook_secret = webhook_secret or os.getenv("WEBHOOK_SECRET")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #9e67dfa2a62a90c4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:178
            self.fastapi_app.post(path)(func)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #0d57c4bae1d292b1 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:181
        space_host = os.environ.get("SPACE_HOST")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #19ea8bd2f7d0ef44 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:100
            formatter.write_text(line)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c2e8b723996853a7 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:800
    extended_environ = os.environ.copy()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c40c61bfeaa657b1 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:818
        env_map.update(load_dotenv(Path(env_file).read_text(), environ=extended_environ))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #80a796a65ce6d12b Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:1017
        response = get_session().get("https://formulae.brew.sh/api/formula/hf.json", timeout=2)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #10841619785055a9 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:46
    return Path(os.environ.get("SHELL", "")).name or "bash"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b8318c2bcaf182db Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:73
        path.write_text(_completion_script("fish"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #aae5b98ac27ac3b2 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:77
        existing = path.read_text() if path.exists() else ""

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9b3b5da88de010c9 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_cp.py:156
            with open(tmp_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #275f6be5bd989a45 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_skills.py:65
        (install_dir / "SKILL.md").write_text(content, encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0117208d24df8fee Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/_skills.py:183
        parsed = json.loads(local_path.read_text(encoding="utf-8"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #33bdd1f6c57c9ce4 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/discussions.py:76
        return body_file.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c7a3379d285011c3 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:78
        data = json.loads(manifest_path.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #58df6ccb4c340cea Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:89
        manifest_path.write_text(json.dumps(data, indent=2, sort_keys=True))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #33660a95e54ebf58 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/cli/hf.py:122
    if _COMPLETE_VAR not in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a09d36ca84e0999b Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:140
        with open(filepath, "rb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #f1a23db8592b4103 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:147
                    r = get_session().put(presigned_url, data=data)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8f21031d25750c47 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:166
        r = get_session().post(
            completion_url,
            json={
                "oid": oid,
                "parts": parts,
            },
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #bfe109705b05cdea Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/cli/spaces.py:857
        if command := os.getenv(env, "").strip():

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #999cbfc2030de95f Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:64
_staging_mode = _is_true(os.environ.get("HUGGINGFACE_CO_STAGING"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #63801b8752e3b9e5 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:68
ENDPOINT = os.getenv("HF_ENDPOINT", _HF_DEFAULT_ENDPOINT).rstrip("/")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0a497cc68b44b63d Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:98
INFERENCE_ENDPOINT = os.environ.get("HF_INFERENCE_ENDPOINT", "https://api-inference.huggingface.co")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bf781694a23fa33d Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:170
        os.getenv(
            "HF_HOME",
            os.path.join(os.getenv("XDG_CACHE_HOME", default_home), "huggingface"),
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bcc32e2f732e06ca Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:172
            os.path.join(os.getenv("XDG_CACHE_HOME", default_home), "huggingface"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #452a40178419e3f3 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:181
HUGGINGFACE_HUB_CACHE = os.getenv("HUGGINGFACE_HUB_CACHE", default_cache_path)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #854d82ee5444c897 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:182
HUGGINGFACE_ASSETS_CACHE = os.getenv("HUGGINGFACE_ASSETS_CACHE", default_assets_cache_path)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3a5216249655c1d4 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:187
        os.getenv(
            "HF_HUB_CACHE",
            HUGGINGFACE_HUB_CACHE,
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ac7989247dc6fa65 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:195
        os.getenv(
            "HF_ASSETS_CACHE",
            HUGGINGFACE_ASSETS_CACHE,
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6994b00ccde6e857 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:202
HF_HUB_OFFLINE = _is_true(os.environ.get("HF_HUB_OFFLINE") or os.environ.get("TRANSFORMERS_OFFLINE"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #410fc8c6246b9257 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:233
HF_HUB_DISABLE_UPDATE_CHECK = _is_true(os.environ.get("HF_HUB_DISABLE_UPDATE_CHECK"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #89031cc5db49abed Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:237
HF_DEBUG = _is_true(os.environ.get("HF_DEBUG"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #954fa75d1e197909 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:241
    _is_true(os.environ.get("HF_HUB_DISABLE_TELEMETRY"))  # HF-specific env variable

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dda8ac52b0c1faaf Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:242
    or _is_true(os.environ.get("DISABLE_TELEMETRY"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3d97227b98f6b957 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:243
    or _is_true(os.environ.get("DO_NOT_TRACK"))  # https://consoledonottrack.com/

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9c2c0e174a75dc58 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:248
        os.getenv(
            "HF_TOKEN_PATH",
            os.path.join(HF_HOME, "token"),
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #46ebd63426e44cad Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:269
__HF_HUB_DISABLE_PROGRESS_BARS = os.environ.get("HF_HUB_DISABLE_PROGRESS_BARS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #745b3806f0791799 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:275
HF_HUB_DISABLE_SYMLINKS: bool = _is_true(os.environ.get("HF_HUB_DISABLE_SYMLINKS"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5ebc1cde10db1510 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:278
HF_HUB_DISABLE_SYMLINKS_WARNING: bool = _is_true(os.environ.get("HF_HUB_DISABLE_SYMLINKS_WARNING"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a686c57aff649f14 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:281
HF_HUB_DISABLE_EXPERIMENTAL_WARNING: bool = _is_true(os.environ.get("HF_HUB_DISABLE_EXPERIMENTAL_WARNING"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #780bb05dbdd8adb9 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:284
HF_HUB_DISABLE_IMPLICIT_TOKEN: bool = _is_true(os.environ.get("HF_HUB_DISABLE_IMPLICIT_TOKEN"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cc36d3264a96017b Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:286
HF_XET_HIGH_PERFORMANCE: bool = _is_true(os.environ.get("HF_XET_HIGH_PERFORMANCE"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a66eb272e252f24c Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:295
if _is_true(os.environ.get("HF_HUB_ENABLE_HF_TRANSFER")) and not HF_XET_HIGH_PERFORMANCE:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #992fa46e91fdf272 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:306
HF_HUB_ETAG_TIMEOUT: int = _as_int(os.environ.get("HF_HUB_ETAG_TIMEOUT")) or DEFAULT_ETAG_TIMEOUT

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3152c9e5c9b2e5c3 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:310
HF_HUB_DOWNLOAD_TIMEOUT: int = _as_int(os.environ.get("HF_HUB_DOWNLOAD_TIMEOUT")) or DEFAULT_DOWNLOAD_TIMEOUT

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #968044321213fde9 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:313
HF_HUB_USER_AGENT_ORIGIN: str | None = os.environ.get("HF_HUB_USER_AGENT_ORIGIN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #05a8243799d5fdea Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:320
OAUTH_CLIENT_ID = os.environ.get("OAUTH_CLIENT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d1357c38f93d6381 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:321
OAUTH_CLIENT_SECRET = os.environ.get("OAUTH_CLIENT_SECRET")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #35384b32e7362c39 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:322
OAUTH_SCOPES = os.environ.get("OAUTH_SCOPES")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c8272129fe356dbc Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:323
OPENID_PROVIDER_URL = os.environ.get("OPENID_PROVIDER_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0a8992e8184e4971 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:327
DEVICE_CODE_OAUTH_CLIENT_ID = os.environ.get("HF_DEVICE_CODE_OAUTH_CLIENT_ID", "26be6b09-91c5-47da-9861-d2d2bb7a7e36")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8685039923c2c488 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:338
HF_XET_CACHE = os.getenv("HF_XET_CACHE", default_xet_cache_path)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0135780f38cf3b07 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/constants.py:339
HF_HUB_DISABLE_XET: bool = _is_true(os.environ.get("HF_HUB_DISABLE_XET"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5f3d681c969863c9 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/fastai_utils.py:267
        with open(path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b9f22b3a66417964 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:706
        if not ref_path.exists() or commit_hash != ref_path.read_text():

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d4ad15f75f37702c Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:713
            tmp_path.write_text(commit_hash)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7cbb8f484ccfa324 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1122
                    with open(ref_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5cf9492762526558 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1395
            with open(paths.file_path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4f4318db52a5fbe7 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1542
            with open(revision_file) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #c0334356306c2594 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4251
        response = get_session().post(
            f"{self.endpoint}/api/{repo_type}s/{repo_id}/paths-info/{revision}",
            data={
                "paths": paths if isinstance(paths, list) else [paths],
                "expand": expand,
            },
            headers=headers,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #3b14e9502cbc2901 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4465
            response = get_session().post(url, headers=headers, json=payload)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #ffaad2ddddcc7ca1 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4678
            r = get_session().post(path, headers=headers, json=payload)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #89870af6f11a34f6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4756
        r = get_session().request("DELETE", path, headers=headers, json=json)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2af5863ccb889f8f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4895
        r = get_session().post(path, headers=headers, json=json)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #43d2f39bc6cf9210 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:5469
                response = get_session().post(
                    duplicate_url,
                    headers=headers,
                    json={"target": {"type": repo_type, "name": repo_id}, "files": list(batch)},
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #0b0ae6b1abde4db2 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:6797
            with open(index_file) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #1e55e3b4d77ccfee Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7449
        resp = get_session().post(
            f"{self.endpoint}/api/{repo_type}s/{repo_id}/discussions",
            json={
                "title": title.strip(),
                "description": description,
                "pullRequest": pull_request,
            },
            headers=headers,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1a1598b792ac651e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7547
        resp = get_session().post(path, headers=headers, json=body)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #c4f5b19d411ac777 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7972
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/secrets",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #869dc645a7b5fc57 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7997
        r = get_session().request(
            "DELETE",
            f"{self.endpoint}/api/spaces/{repo_id}/secrets",
            headers=self._build_hf_headers(token=token),
            json={"key": key},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #62cd68e28e28254f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8098
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/variables",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #54666a9af1a13ff1 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8126
        r = get_session().request(
            "DELETE",
            f"{self.endpoint}/api/spaces/{repo_id}/variables",
            headers=self._build_hf_headers(token=token),
            json={"key": key},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #14c5002cfee0f328 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8221
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/hardware",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8ba0506233b94fcc Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8257
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/sleeptime",
            headers=self._build_hf_headers(token=token),
            json={"seconds": sleep_time},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #dc58fc3b3909c7b8 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8308
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/pause", headers=self._build_hf_headers(token=token)
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #37d7273f5563b95b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8345
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/dev-mode",
            headers=self._build_hf_headers(token=token),
            json={"enabled": True},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #4c321de070ad38f9 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8389
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/dev-mode",
            headers=self._build_hf_headers(token=token),
            json={"enabled": False},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5e04a61e056016e0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8437
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/restart", headers=self._build_hf_headers(token=token), params=params
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #3c5973ea4ff9c4f6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8851
        r = get_session().post(
            f"{self.endpoint}/api/{api_prefix}/{from_id}/duplicate",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #50db5f8151add180 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8996
        r = get_session().post(
            f"{self.endpoint}/api/spaces/{repo_id}/storage",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1137e334f05367ed Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9082
        r = get_session().put(
            f"{self.endpoint}/api/spaces/{repo_id}/volumes",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #62afa798b5399fbd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9439
        response = get_session().post(
            f"{constants.INFERENCE_ENDPOINTS_ENDPOINT}/endpoint/{namespace}",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #acd09da5ac8d1d3d Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9497
        response = get_session().post(
            f"{constants.INFERENCE_CATALOG_ENDPOINT}/deploy",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d836b04895f0c4e4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9720
        response = get_session().put(
            f"{constants.INFERENCE_ENDPOINTS_ENDPOINT}/endpoint/{namespace}/{name}",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #926752e50c2ee6be Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9784
        response = get_session().post(
            f"{constants.INFERENCE_ENDPOINTS_ENDPOINT}/endpoint/{namespace}/{name}/pause",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #71b531686ac87deb Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9823
        response = get_session().post(
            f"{constants.INFERENCE_ENDPOINTS_ENDPOINT}/endpoint/{namespace}/{name}/resume",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #afcc6f36c2ecfa0a Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9865
        response = get_session().post(
            f"{constants.INFERENCE_ENDPOINTS_ENDPOINT}/endpoint/{namespace}/{name}/scale-to-zero",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #27e4344f5f74918f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10036
        r = get_session().post(
            f"{self.endpoint}/api/collections", headers=self._build_hf_headers(token=token), json=payload
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #dc9aa2422b2ac28c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10225
        r = get_session().post(
            f"{self.endpoint}/api/collections/{collection_slug}/items",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5dc7782c4dd67346 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10719
        response = get_session().post(
            f"{constants.ENDPOINT}/api/{repo_type}s/{repo_id}/user-access-request/handle",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2120f5c8b1ca8a59 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10769
        response = get_session().post(
            f"{constants.ENDPOINT}/api/{repo_type}s/{repo_id}/user-access-request/grant",
            headers=self._build_hf_headers(token=token),
            json={"user": user},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #642fd87d29c51d0b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10998
        response = get_session().post(
            f"{constants.ENDPOINT}/api/settings/webhooks",
            json=post_webhooks_json,
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #fd7e832d060cb733 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11086
        response = get_session().post(
            f"{constants.ENDPOINT}/api/settings/webhooks/{webhook_id}",
            json=update_json,
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #16212ec1bbf77e15 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11140
        response = get_session().post(
            f"{constants.ENDPOINT}/api/settings/webhooks/{webhook_id}/enable",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #f98eebae1287fd59 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11193
        response = get_session().post(
            f"{constants.ENDPOINT}/api/settings/webhooks/{webhook_id}/disable",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #d91f624e5f36adc7 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11347
                content=relpath_to_abspath["README.md"].read_text(encoding="utf8"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #d26a2256fe390cb1 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11382
        response = get_session().post(
            f"{self.endpoint}/api/validate-yaml",
            json={"content": content, "repoType": repo_type},
            headers=headers,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #65317f09eca08a98 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11920
        response = get_session().post(
            f"{self.endpoint}/api/jobs/{namespace}",
            json=job_spec,
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #53706371bb1d00af Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12381
        response = get_session().post(
            f"{self.endpoint}/api/jobs/{namespace}/{job_id}/cancel",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5914e3b20f6d8fd0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12422
        response = get_session().put(
            f"{self.endpoint}/api/jobs/{namespace}/{job_id}/labels",
            headers=self._build_hf_headers(token=token),
            json={"labels": labels},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #a669aa4e9c9da6db Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12718
        response = get_session().post(
            f"{self.endpoint}/api/scheduled-jobs/{namespace}",
            json=input_json,
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d0cbca1033f12950 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12852
        response = get_session().post(
            f"{self.endpoint}/api/scheduled-jobs/{namespace}/{scheduled_job_id}/suspend",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d2830fe001975511 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12882
        response = get_session().post(
            f"{self.endpoint}/api/scheduled-jobs/{namespace}/{scheduled_job_id}/resume",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #a6b4aa98bda0d86c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12923
        response = get_session().post(
            f"{self.endpoint}/api/scheduled-jobs/{namespace}/{scheduled_job_id}/run",
            headers=self._build_hf_headers(token=token),
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #0917c361675cb258 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12965
        response = get_session().put(
            f"{self.endpoint}/api/scheduled-jobs/{namespace}/{scheduled_job_id}/labels",
            headers=self._build_hf_headers(token=token),
            json={"labels": labels},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #c2e2452934180cb2 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:13421
        response = get_session().post(
            f"{self.endpoint}/api/buckets/{namespace}/{name}",
            headers=self._build_hf_headers(token=token),
            json=payload,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5f451032c8e5c2d7 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:13636
        response = get_session().post(path, headers=headers, json=json_payload)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #a071826ca9f84f1d Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14674
    with open(path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e990a88807f09187 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14766
        with open(index_file_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c8167b4f1414faa6 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hf_file_system.py:1111
            outfile = open(lpath, "wb")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f5f124a18d1fea7f Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hub_mixin.py:433
                config_path.write_text(config_str)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #46feda54022d92ba Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/hub_mixin.py:523
            with open(config_file, encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #74172c2dcb5485d8 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_common.py:172
        return MimeBytes(content.read_bytes(), mime_type=mimetypes.guess_type(content)[0])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #76a64b83a06c1809 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:298
                response = await client.post(
                    request_parameters.url,
                    json=request_parameters.json,
                    data=request_parameters.data,
                    headers=request_parameters.headers,
                    cookies=self.cookies,
                    timeout=self.timeout,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #de017e935ff6f346 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:3387
        response = await client.get(url, headers=build_hf_headers(token=self.token))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #3a6b6bd7f0ccb861 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:3424
        response = await client.get(url, headers=build_hf_headers(token=self.token))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #a262d4ff8dd3cc61 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/cli.py:119
                    final_value = os.getenv(env_variable_key, "")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2cff16bb2efda910 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:97
        config: AgentConfig = json.loads(cfg_file.read_text(encoding="utf-8"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b6c7d952dc3f836a Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:102
                prompt = prompt_file.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f7fd6056085bebd3 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:112
        return json.loads(path.read_text(encoding="utf-8")), None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f1539dc97a58f703 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/fal_ai.py:102
                with open(inputs, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #18a8c32eda6ba7a4 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/wavespeed.py:118
            with open(inputs, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #37e86e7d0a6e180c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/zai_org.py:98
            poll_response = session.get(poll_url, headers=request_params.headers)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #d0b9c0d10cc4776c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/zai_org.py:125
        image_response = session.get(image_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #d88ebc9703389aa1 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/lfs.py:93
            with open(self._source_path, "rb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7bb953a45dcee97f Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/lfs.py:113
        with open(path, "rb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b656bb1a558e8096 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:132
        with open(filepath, mode="w", newline="", encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #b53c57d0d4fda9c2 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:218
            response = get_session().post("https://huggingface.co/api/validate-yaml", json=body, headers=headers)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #9ce5d82d0e6f6b11 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:274
            tmp_path.write_text(str(self), encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dcbeba5203c76a84 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:328
            template_str = Path(template_path).read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #956b2f389109d45d Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:330
            template_str = Path(cls.default_template_path).read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0f584c6f88e5b4c6 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:516
    content = Path(local_path).read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1a58ec1062141cad Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:539
        with open(local_path, newline="", encoding="utf8") as readme:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0eb2992ad0094be5 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:547
    with open(local_path, "w", newline="", encoding="utf8") as readme:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #656a2cf72468a8c4 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/serialization/_dduf.py:153
    index = json.loads(entries["model_index.json"].read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3f7b1c1053ba99ba Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/serialization/_dduf.py:303
        return Path(content).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cad7cfa3888c5d02 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/serialization/_torch.py:281
        with open(os.path.join(save_directory, index_path), "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0f3c4ad21d658bd2 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/serialization/_torch.py:510
    with open(index_file, encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #85f482bc7301a2f2 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:147
    return _clean_token(os.environ.get("HF_TOKEN") or os.environ.get("HUGGING_FACE_HUB_TOKEN"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5b3119eb0b51acfc Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:152
        return _clean_token(Path(constants.HF_TOKEN_PATH).read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3f0791f76fc667eb Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:181
    resource = os.environ.get("HF_OIDC_RESOURCE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c584049d9f6e9cf1 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:198
        subject_token = os.environ.get("HF_OIDC_ID_TOKEN") or None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a31354a7b9b84f81 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:90
            if os.environ.get(var, "").strip() == harness_id:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #384dc40954a3554f Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:96
        if value := os.environ.get(var, "").strip().lower():

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d5a3dbb1dfc6658e Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:117
        value = os.environ.get(var)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c59e33abf7d09c08 Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:173
        with open(path, encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7df76f082df252cd Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:183
        with open(path, "w", encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #fa045e4d254f6d7c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/utils/_oauth_device.py:66
        response = get_session().post(
            f"{constants.ENDPOINT}/oauth/device",
            data={"client_id": constants.DEVICE_CODE_OAUTH_CLIENT_ID},
            timeout=constants.HF_HUB_DOWNLOAD_TIMEOUT,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #f02a045192453cb6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/utils/_oauth_device.py:111
            response = get_session().post(
                f"{constants.ENDPOINT}/oauth/token",
                data={
                    "grant_type": _DEVICE_CODE_GRANT_TYPE,
                    "device_code": device_info["device_code"],
                    "client_id": constants.DEVICE_CODE_OAUTH_CLIENT_ID,
                },
                timeout=constants.HF_HUB_DOWNLOAD_TIMEOUT,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #0140ddac273358e6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/utils/_oauth_device.py:167
        response = get_session().post(
            f"{constants.ENDPOINT}/oauth/token",
            data={
                "grant_type": _REFRESH_TOKEN_GRANT_TYPE,
                "refresh_token": refresh_token,
                "client_id": constants.DEVICE_CODE_OAUTH_CLIENT_ID,
            },
            # An explicit timeout is critical here: this runs inside `get_token()`, so a hung
            # request would otherwise block every Hub call in the process.
            timeout=constants.HF_HUB_DOWNLOAD_TIMEOUT,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5fd46155d5eff62e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/huggingface_hub/utils/_pagination.py:36
    r = session.get(path, params=params, headers=headers, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #09915026cbf1f6ad Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_runtime.py:313
    return os.environ.get("VERTEX_PRODUCT") == "COLAB_ENTERPRISE"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #21ecc56dff9ced7f Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_terminal.py:102
        if os.environ.get("NO_COLOR") or is_agent():

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #13fc564263055d9d Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_verification.py:59
            return ref_path.read_text(encoding="utf-8").strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e570cc17469dfc0b Filesystem access.
pkgs/python/[email protected]/src/huggingface_hub/utils/_verification.py:65
        return main_ref.read_text(encoding="utf-8").strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8d5fa2a6d7d528d6 Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/logging.py:56
    env_level_str = os.getenv("HF_HUB_VERBOSITY", None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e7eba3760b68ef7e Environment-variable access.
pkgs/python/[email protected]/src/huggingface_hub/utils/tqdm.py:227
    if os.getenv("TQDM_POSITION") == "-1":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

jsonpatch

python dependency
expand_more 5 low-confidence finding(s)
low env_fs dependency Excluded from app score #88c44243151a94d1 Filesystem access.
pkgs/python/[email protected]/ext_tests.py:97
        with open(testfile) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #012f11fb59fe9256 Filesystem access.
pkgs/python/[email protected]/setup.py:13
src = io.open('jsonpatch.py', encoding='utf-8').read()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #493e00a161201660 Filesystem access.
pkgs/python/[email protected]/setup.py:23
REQUIREMENTS = list(open('requirements.txt'))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #80d9f23a4189ed42 Filesystem access.
pkgs/python/[email protected]/setup.py:47
    read_md = lambda f: open(f, 'r').read()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6605ef23ec98d9b9 Filesystem access.
pkgs/python/[email protected]/tests.py:23
        with open('./tests.js', 'r') as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-anthropic

python dependency
expand_more 10 low-confidence finding(s)
low env_fs dependency Excluded from app score #390a1429cb18042c Environment-variable access.
pkgs/python/[email protected]/langchain_anthropic/_client_utils.py:55
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2096779ac0c8e20d Environment-variable access.
pkgs/python/[email protected]/langchain_anthropic/_client_utils.py:74
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9d3b9b8b2711290d Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:900
            content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8d562c89b6a83d7f Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:936
        full_path.write_text(file_text + "\n")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6e90793d78366938 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:963
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #608d6589d7b9ac33 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:973
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a804e1e1ed169f7a Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:1000
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2957fb83a3dad7a2 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:1018
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #91a557369ad44d81 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #966c8dd64b1cbc21 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-aws

python dependency
expand_more 17 low-confidence finding(s)
low env_fs dependency Excluded from app score #24d69ae47952e81e Environment-variable access.
pkgs/python/[email protected]/langchain_aws/__init__.py:33
    if os.environ.get("LANGCHAIN_AWS_DEBUG", "FALSE").lower() in ["true", "1"]:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6c83206265583281 Environment-variable access.
pkgs/python/[email protected]/langchain_aws/chat_models/anthropic.py:143
            or os.getenv("AWS_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #84213ab84664b7bd Environment-variable access.
pkgs/python/[email protected]/langchain_aws/chat_models/anthropic.py:144
            or os.getenv("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #671e93bc442eda48 Filesystem access.
pkgs/python/[email protected]/langchain_aws/embeddings/bedrock.py:425
            with open(data, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #98c0a8beec3ce84f Environment-variable access.
pkgs/python/[email protected]/langchain_aws/utils.py:188
            region_name or os.getenv("AWS_REGION") or os.getenv("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ff39e8ade460d194 Environment-variable access.
pkgs/python/[email protected]/langchain_aws/utils.py:350
        region_name or os.getenv("AWS_REGION") or os.getenv("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #239ac8975479b78d Environment-variable access.
pkgs/python/[email protected]/langchain_aws/utils.py:369
        os.environ["AWS_BEARER_TOKEN_BEDROCK"] = api_key.get_secret_value()  # type: ignore[union-attr]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f367e420bb79679c Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/base.py:332
        redis_url = kwargs.get("redis_url", os.getenv("REDIS_URL"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f83d02d93b53a09c Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/base.py:512
        redis_url = kwargs.get("redis_url", os.getenv("REDIS_URL"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #098c1bd44aa9cf29 Filesystem access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/base.py:555
        with open(path, "w+") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #37538aab717da93c Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/base.py:578
        redis_url = kwargs.get("redis_url", os.getenv("REDIS_URL"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a4b77f34b2fd381f Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/base.py:630
        redis_url = kwargs.get("redis_url", os.getenv("REDIS_URL"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #911d7ded30b89a66 Filesystem access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/schema.py:299
        with open(index_schema, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5def247d9fc9bba4 Filesystem access.
pkgs/python/[email protected]/langchain_aws/vectorstores/inmemorydb/schema.py:303
            with open(index_schema, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #430e7b12a330ef76 Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/s3_vectors/base.py:184
            aws_access_key_id = aws_access_key_id or os.getenv("AWS_ACCESS_KEY_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0084974983a7c419 Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/s3_vectors/base.py:185
            aws_secret_access_key = aws_secret_access_key or os.getenv(
                "AWS_SECRET_ACCESS_KEY"
            )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #03639512a9b3a163 Environment-variable access.
pkgs/python/[email protected]/langchain_aws/vectorstores/s3_vectors/base.py:188
            aws_session_token = aws_session_token or os.getenv("AWS_SESSION_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-core

python dependency
expand_more 26 low-confidence finding(s)
low env_fs dependency Excluded from app score #5c041940aceaa6dc Environment-variable access.
pkgs/python/[email protected]/langchain_core/_security/_policy.py:238
    if os.environ.get("LANGCHAIN_ENV", "").startswith("local"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fb71dae6cf11ed26 Environment-variable access.
pkgs/python/[email protected]/langchain_core/_security/_ssrf_protection.py:70
        os.environ.get("LANGCHAIN_ENV") == "local_test"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #07c56b9e13496f37 Filesystem access.
pkgs/python/[email protected]/langchain_core/documents/base.py:168
            return Path(self.path).read_text(encoding=self.encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #13e6cb0bca22d476 Filesystem access.
pkgs/python/[email protected]/langchain_core/documents/base.py:190
            return Path(self.path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d40b8cd486bb71c2 Environment-variable access.
pkgs/python/[email protected]/langchain_core/load/load.py:481
            if self.secrets_from_env and key in os.environ and os.environ[key]:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #30be6d1be16375ae Environment-variable access.
pkgs/python/[email protected]/langchain_core/load/load.py:482
                return os.environ[key]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9a59a40a558c3479 Filesystem access.
pkgs/python/[email protected]/langchain_core/prompts/chat.py:553
        template = Path(template_file).read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3838815512b3e080 Filesystem access.
pkgs/python/[email protected]/langchain_core/prompts/loading.py:105
            template = resolved_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cf97a2ca01695240 Filesystem access.
pkgs/python/[email protected]/langchain_core/prompts/prompt.py:253
        template = Path(template_file).read_text(encoding=encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #db25ff7c85dbf2c0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_core/runnables/graph_mermaid.py:461
            response = requests.get(image_url, timeout=10, proxies=proxies)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #16d3f8b32e4bc76a Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/_gateway.py:55
        value = os.getenv(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5c2870c71ae8b7fe Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/_gateway.py:81
    raw = os.getenv(_LANGSMITH_GATEWAY_ENV)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e0cb1de0dfe1edec Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/_gateway.py:149
            os.getenv(_LANGSMITH_GATEWAY_API_KEY_ENV)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2f9132cd95948aa1 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/env.py:18
    return env_var in os.environ and os.environ[env_var] not in {

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #34675befa5637b09 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/env.py:77
    if env_value := os.getenv(env_key):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d8b1b72425786888 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:405
                if k in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cbc265ea3296b4ef Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:406
                    return os.environ[k]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c4e877148311cf17 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:407
        if isinstance(key, str) and key in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #99280414087b0fee Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:408
            return os.environ[key]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #63aaf6ffc852c611 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:475
                if k in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #65474686f11dfee4 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:476
                    return SecretStr(os.environ[k])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ddaa3709b60da14a Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:477
        if isinstance(key, str) and key in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fc88f3b8839f5176 Environment-variable access.
pkgs/python/[email protected]/langchain_core/utils/utils.py:478
            return SecretStr(os.environ[key])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #b25cba0f8f829748 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:21
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #78c405dd0417379e Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:28
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #b1f9b7cfc650e581 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:41
        content = snapshot_path.read_text(encoding="utf-8", errors="replace")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-fireworks

python dependency
expand_more 3 low-confidence finding(s)
low egress dependency Excluded from app score #4cf42f69d96c4e3b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_fireworks/llms.py:219
            session.post(
                self.base_url,
                json=payload,
                headers=headers,
                timeout=ClientTimeout(total=self.timeout),
            ) as response,

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #1254b34ff423e6fe Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #4ea0935239301bf5 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-google-genai

python dependency
expand_more 12 low-confidence finding(s)
low env_fs dependency Excluded from app score #ec2986d739d3dce5 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/_common.py:582
            env_var = os.getenv("GOOGLE_GENAI_USE_VERTEXAI", "").lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #578d7cf62ca49f65 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/_common.py:634
    if os.environ.get(_TELEMETRY_ENV_VARIABLE_NAME):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #899dbeb7a6d66e1f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_google_genai/_image_utils.py:216
        response = requests.get(url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #09f23142441fd748 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/chat_models.py:2647
                and not os.getenv("GOOGLE_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8cc44465d2fdccad Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/chat_models.py:2648
                and not os.getenv("GEMINI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #98796c50c82b561c Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/chat_models.py:2651
                os.environ["GOOGLE_API_KEY"] = google_api_key

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #15040d692b2e65c9 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/chat_models.py:2665
                    os.environ.pop("GOOGLE_API_KEY", None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7dcc8ed0c3c43149 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/embeddings.py:229
            env_var = os.getenv("GOOGLE_GENAI_USE_VERTEXAI", "").lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #48079f09ba0d2f42 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/embeddings.py:280
                and not os.getenv("GOOGLE_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #aedc2313e0ae4007 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/embeddings.py:281
                and not os.getenv("GEMINI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #47297baf5bf013ba Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/embeddings.py:284
                os.environ["GOOGLE_API_KEY"] = google_api_key

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1ebe82b826e805c8 Environment-variable access.
pkgs/python/[email protected]/langchain_google_genai/embeddings.py:298
                    os.environ.pop("GOOGLE_API_KEY", None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-google-vertexai

python dependency
expand_more 2 low-confidence finding(s)
low egress dependency Excluded from app score #ea79016ca3984640 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_google_vertexai/_image_utils.py:191
        response = requests.get(url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #7a829aa04c6474e9 Environment-variable access.
pkgs/python/[email protected]/langchain_google_vertexai/_utils.py:102
    if os.environ.get(_TELEMETRY_ENV_VARIABLE_NAME):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-huggingface

python dependency
expand_more 3 low-confidence finding(s)
low env_fs dependency Excluded from app score #2a3e00846ba2ded6 Environment-variable access.
pkgs/python/[email protected]/langchain_huggingface/embeddings/huggingface_endpoint.py:74
        huggingfacehub_api_token = self.huggingfacehub_api_token or os.getenv(
            "HF_TOKEN"
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b1e2e30526327d7e Environment-variable access.
pkgs/python/[email protected]/langchain_huggingface/llms/huggingface_endpoint.py:242
            model or endpoint_url or repo_id or os.environ.get("HF_INFERENCE_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #907c527f90addf18 Environment-variable access.
pkgs/python/[email protected]/langchain_huggingface/llms/huggingface_endpoint.py:255
        huggingfacehub_api_token = self.huggingfacehub_api_token or os.getenv(
            "HF_TOKEN"
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-meta

python dependency
expand_more 6 low-confidence finding(s)
low env_fs dependency Excluded from app score #9d754a8b385c0198 Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models.py:236
        default_factory=lambda: os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f10e665c43344809 Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models.py:236
        default_factory=lambda: os.environ.get(
            "LLAMA_API_BASE", "https://api.llama.com/compat/v1/"
        )

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cb5d1c567acb166b Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models_v2_ported.py:264
            key_from_llama_env = os.environ.get("LLAMA_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e24c655cdaa62345 Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models_v2_ported.py:265
            key_from_meta_env = os.environ.get("META_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2a0c3d5b2fe1ae29 Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models_v2_ported.py:272
            url_from_llama_env = os.environ.get("LLAMA_API_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9f0165fb8b48118c Environment-variable access.
pkgs/python/[email protected]/langchain_meta/chat_models_v2_ported.py:273
            url_from_meta_env = os.environ.get("META_API_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-mistralai

python dependency
expand_more 3 low-confidence finding(s)
low env_fs dependency Excluded from app score #a1852f1d2a1bdeb3 Environment-variable access.
pkgs/python/[email protected]/langchain_mistralai/chat_models.py:724
            or os.environ.get("MISTRAL_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #a51cacd094781030 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #c79f67c38f78e11b Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-openai

python dependency
expand_more 21 low-confidence finding(s)
low env_fs dependency Excluded from app score #20b902ead7d86e75 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:61
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #506ee10a6cc57fea Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:92
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2e66093e92a7a134 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:179
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7ded5335d9150d85 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:224
    if any(os.environ.get(name) for name in _PROXY_ENV_VARS):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fdcfb9c2faf84a51 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:259
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #10cb969d7259879d Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:280
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #55c878096a0eb8bb Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:315
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #feceb80ecc54286d Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:394
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1d6606607cbb7bae Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:415
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a6201658b4fd0cc8 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:619
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3352e48543fd92f4 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:620
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ae02a38d49c54426 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1211
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bcdeed1f47277f91 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1212
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4003ff90462a0823 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1243
            or (self.openai_api_base is None and "OPENAI_BASE_URL" not in os.environ)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c9adde2bea284a37 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/codex.py:81
    return os.environ.get(ORIGINATOR_ENV_VAR) or ORIGINATOR_VALUE

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #446ce208b65c2ec2 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:405
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #4bf6794c7a911de6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:425
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #97f371ad71a0ab64 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:447
        resp = await client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #b7030dbc54a229e0 Filesystem access.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:503
            raw_text = self.path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #06f248ebe84a9689 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #05f4549d1b3b94b6 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-perplexity

python dependency
expand_more 2 low-confidence finding(s)
low env_fs dependency Excluded from app score #af59512a2fa212e2 Environment-variable access.
pkgs/python/[email protected]/langchain_perplexity/_utils.py:12
        or os.environ.get("PPLX_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4a60d9ba932ca9bf Environment-variable access.
pkgs/python/[email protected]/langchain_perplexity/_utils.py:13
        or os.environ.get("PERPLEXITY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain-together

python dependency
expand_more 1 low-confidence finding(s)
low egress dependency Excluded from app score #0596ce750e32b2ab Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_together/llms.py:204
            async with session.post(
                self.base_url, json=payload, headers=headers
            ) as response:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

langchain-xai

python dependency
expand_more 2 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #cda080ad3c18a660 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #23d150f07a337d0c Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langgraph

python dependency
expand_more 2 low-confidence finding(s)
low env_fs dependency Excluded from app score #653f4bcbdcb0cdf5 Environment-variable access.
pkgs/python/[email protected]/langgraph/_internal/_config.py:32
DEFAULT_RECURSION_LIMIT = int(getenv("LANGGRAPH_DEFAULT_RECURSION_LIMIT", "10007"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a180b8c262b7c08f Environment-variable access.
pkgs/python/[email protected]/langgraph/_internal/_config.py:34
    getenv("LANGGRAPH_DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT", "5000")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

nomic

python dependency
expand_more 37 low-confidence finding(s)
low env_fs dependency Excluded from app score #1d19e9b43ea7e7b6 Filesystem access.
pkgs/python/[email protected]/nomic/cli.py:33
    with open(filepath, "r") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #423f2305e889be39 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/cli.py:73
        response = requests.get("https://" + environment["api_domain"] + f"/v1/user/token/refresh/{token}")

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #7892b17fc42169f0 Filesystem access.
pkgs/python/[email protected]/nomic/cli.py:82
    with open(os.path.join(nomic_base_path, "credentials"), "w") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #f3f4dee6b782db6e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/cli.py:102
        response = requests.get(
            "https://" + environment["api_domain"] + f"/v1/user/token/refresh/{credentials['refresh_token']}"
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #9019d7c068ec3441 Filesystem access.
pkgs/python/[email protected]/nomic/cli.py:112
        with open(os.path.join(nomic_base_path, "credentials"), "w") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #9dff3578a69ae61c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/client.py:130
        completed_response = requests.get(status_resp["result_url"])

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #fc55efbbdfea4e89 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/client.py:216
            resp = requests.put(upload_url, data=pdf_file, headers={"x-amz-server-side-encryption": "AES256"})

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #a9a3e488294f3f7a Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:342
        response = requests.get(
            self.projection.dataset.atlas_api_path
            + "/v1/project/{}/index/projection/{}".format(
                self.projection.dataset.meta["id"], self.projection.projection_id
            ),
            headers=self.projection.dataset.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #cb3fae344af40d03 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:502
        response = requests.post(
            self.dataset.atlas_api_path + "/v1/project/data/get/embedding/topic",
            headers=self.dataset.header,
            json={
                "atlas_index_id": self.projection.atlas_index_id,
                "queries": base64.b64encode(bytesio.getvalue()).decode("utf-8"),
                "k": k,
                "depth": depth,
            },
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #169b98e6abb76cff Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:778
            response = requests.post(
                self.projection.dataset.atlas_api_path + "/v1/project/data/get/nearest_neighbors/by_embedding",
                headers=self.projection.dataset.header,
                json={
                    "atlas_index_id": self.projection.atlas_index_id,
                    "queries": base64.b64encode(bytesio.getvalue()).decode("utf-8"),
                    "k": k,
                },
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e908690b933040b5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:788
            response = requests.post(
                self.projection.dataset.atlas_api_path + "/v1/project/data/get/nearest_neighbors/by_id",
                headers=self.projection.dataset.header,
                json={"atlas_index_id": self.projection.atlas_index_id, "datum_ids": ids, "k": k},
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8c9d611cd7b94171 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:896
        tags = requests.get(
            self.dataset.atlas_api_path + "/v1/project/projection/tags/get/all",
            headers=self.dataset.header,
            params={"project_id": self.dataset.id, "projection_id": self.projection.id, "include_dsl_rule": False},
        ).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #13782adf19655f21 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/data_operations.py:903
            is_complete = requests.get(
                self.dataset.atlas_api_path + "/v1/project/projection/tags/status",
                headers=self.dataset.header,
                params={
                    "project_id": self.dataset.id,
                    "tag_id": tag["tag_id"],
                },
            ).json()["is_complete"]

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #6decd18b3dec0c15 Environment-variable access.
pkgs/python/[email protected]/nomic/dataset.py:83
            override_api_path = os.environ["ATLAS_API_PATH"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #b85eea6f42c9be34 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:101
            response = requests.get(
                self.atlas_api_path + "/v1/user",
                headers=self.header,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #227d344f0a9c0259 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:123
        response = requests.get(
            api_base_path + "/v1/user",
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #33fd01fcc48207d7 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:172
        response = requests.post(
            self.atlas_api_path + "/v1/project/remove",
            headers=self.header,
            json={"project_id": project_id},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #48e59dbc628c8671 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:190
        response = requests.get(
            self.atlas_api_path + f"/v1/project/{project_id}",
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e37c20aad979c62e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:213
        response = requests.get(
            self.atlas_api_path + f"/v1/organization/{slug}",
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #023df08cb130c351 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:237
        response = requests.get(
            self.atlas_api_path + f"/v1/project/{organization_slug}/{project_slug}",
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #eb2d264fb6667010 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:275
        response = requests.get(
            self.atlas_api_path + f"/v1/project/index/job/{job_id}",
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2b777ca02dc60a73 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:429
        response = requests.post(
            self.atlas_api_path + endpoint,
            headers=self.header,
            json=json,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2bc28644a5acb633 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:437
        response = requests.get(
            self.atlas_api_path + endpoint,
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #8c8cfd5c4e24651b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:444
        response = requests.put(
            self.atlas_api_path + endpoint,
            headers=self.header,
            data=data,
            json=json,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1ed5c92026895782 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:516
        response = requests.get(
            self.dataset.atlas_api_path + f"/v1/project/index/job/progress/{self.atlas_index_id}",
            headers=self.dataset.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #714fa8447524d3cb Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:651
            response = requests.get(
                self.dataset.atlas_api_path + f"/v1/project/projection/{self.projection_id}/schema",
                headers=self.dataset.header,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #6bc5fe2aaedcb308 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:753
        response = requests.get(
            self.atlas_api_path + endpoint,
            headers=self.header,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #e42a23bf0cbb694e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:876
        response = requests.post(
            self.atlas_api_path + "/v1/project/create",
            headers=self.header,
            json={
                "organization_id": organization_id,
                "project_name": project_slug,
                "description": description,
                "unique_id_field": unique_id_field,
                "is_public": is_public,
            },
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #500b54a6de8c639b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:1254
        response = requests.post(
            self.atlas_api_path + "/v1/project/index/create",
            headers=self.header,
            json=build_template,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #7be5fb7d2fa3d00c Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:1266
        job = requests.get(
            self.atlas_api_path + f"/v1/project/index/job/{job_id}",
            headers=self.header,
        ).json()

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #a6f41e728b4f34c0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:1340
        response = requests.post(
            self.atlas_api_path + "/v1/project/data/get",
            headers=self.header,
            json={"project_id": self.id, "datum_ids": ids},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #fa35612be6c48130 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:1468
            response = requests.post(
                self.atlas_api_path + blob_upload_endpoint,
                headers=self.header,
                data={"dataset_id": self.id},  # self.id is project_id
                files=blobs_for_api,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #43410379c6c8f831 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/dataset.py:1637
                response = requests.post(
                    self.atlas_api_path + upload_endpoint,
                    headers=self.header,
                    data=buffer,
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #533332f2807063cf Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/embed.py:78
        lambda: requests.post(
            text_api_url,
            headers=text_api_header,
            json={
                "texts": texts,
                "model": model,
                "task_type": task_type,
                "dimensionality": dimensionality,
                "long_text_mode": long_text_mode,
            },
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #19d9e17b0c15ddfa Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/embed.py:334
        lambda: requests.post(
            atlas_url + "/v1/embedding/image",
            headers=atlas_header,
            data={"model": model, "urls": urls},
            files=images,
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #9b31b210856eb261 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/nomic/utils.py:270
                data = requests.get(str(url), headers=headers)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #cf57b33e5a8d0bec Filesystem access.
pkgs/python/[email protected]/setup.py:10
with open("README.md") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

ollama

python dependency
expand_more 12 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #9dad53e75c1ec463 Filesystem access.
pkgs/python/[email protected]/examples/generate-image.py:13
    with open('output.png', 'wb') as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #63cff00d3d878eea Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/multimodal-generate.py:8
latest = httpx.get('https://xkcd.com/info.0.json')

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #05904a32b3f711e3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/multimodal-generate.py:13
comic = httpx.get(f'https://xkcd.com/{num}/info.0.json')

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #15d01eb20ff4a7d5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/multimodal-generate.py:20
raw = httpx.get(comic.json().get('img'))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #fd92a353ea2982f4 Environment-variable access.
pkgs/python/[email protected]/ollama/_client.py:108
    api_key = os.getenv('OLLAMA_API_KEY', None)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a10bbaab8f233b0d Environment-variable access.
pkgs/python/[email protected]/ollama/_client.py:113
      base_url=_parse_host(host or os.getenv('OLLAMA_HOST')),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #484c520e14332574 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/ollama/_client.py:139
      r = self._client.request(*args, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #379abc4df828678b Filesystem access.
pkgs/python/[email protected]/ollama/_client.py:611
    with open(path, 'rb') as r:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e91e8d5336d63063 Filesystem access.
pkgs/python/[email protected]/ollama/_client.py:620
    with open(path, 'rb') as r:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #bca6ccf543ce05f8 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/ollama/_client.py:732
      r = await self._client.request(*args, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #c8ebb96d37ab3024 Filesystem access.
pkgs/python/[email protected]/ollama/_types.py:167
      return b64encode(self.value.read_bytes() if isinstance(self.value, Path) else self.value).decode()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b499f892729359a2 Filesystem access.
pkgs/python/[email protected]/ollama/_types.py:172
          return b64encode(Path(self.value).read_bytes()).decode()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

openai

python dependency
expand_more 69 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #8cbc29e271df2816 Filesystem access.
pkgs/python/[email protected]/examples/image_stream.py:30
            with open(filename, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3972160b213f13b7 Filesystem access.
pkgs/python/[email protected]/examples/image_stream.py:41
            with open(filename, "wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3827b1da7a184157 Environment-variable access.
pkgs/python/[email protected]/examples/realtime/azure_realtime.py:31
    endpoint = os.environ["AZURE_OPENAI_ENDPOINT"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #e115c5f06eea245e Environment-variable access.
pkgs/python/[email protected]/examples/realtime/azure_realtime.py:37
    deployment_name = os.environ["AZURE_OPENAI_DEPLOYMENT_NAME"]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #0b53dc4e3d08bd81 Filesystem access.
pkgs/python/[email protected]/examples/uploads.py:30
    data = file.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a980c82bb1900de5 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:161
api_type: _ApiType | None = _t.cast(_ApiType, _os.environ.get("OPENAI_API_TYPE"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #98e15ae827d4279c Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:163
api_version: str | None = _os.environ.get("OPENAI_API_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9be194b7bb37780b Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:165
azure_endpoint: str | None = _os.environ.get("AZURE_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ef309bc8db22e1e5 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:167
azure_ad_token: str | None = _os.environ.get("AZURE_OPENAI_AD_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a5c984879d609578 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:341
    return _os.environ.get("OPENAI_API_KEY") is not None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #76388e739041f995 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:345
    return azure_endpoint is not None or _os.environ.get("AZURE_OPENAI_API_KEY") is not None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e3afbb9a97f91728 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:350
        _os.environ.get("AZURE_OPENAI_AD_TOKEN") is not None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #18b7d18f666bc07b Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:366
            azure_endpoint = _os.environ.get("AZURE_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #156cf15d296b412d Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:369
            azure_ad_token = _os.environ.get("AZURE_OPENAI_AD_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3e9b384122161d5b Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:372
            api_version = _os.environ.get("OPENAI_API_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4d42df097bc7e688 Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:382
            if (azure_ad_token is not None or azure_ad_token_provider is not None) and _os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a4a566c0a6096fae Environment-variable access.
pkgs/python/[email protected]/src/openai/__init__.py:382
            if (azure_ad_token is not None or azure_ad_token_provider is not None) and _os.environ.get(
                "AZURE_OPENAI_API_KEY"
            ) is not None:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #f647eec1b06c4dfe Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/_base_client.py:319
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #61374376b0b3ac94 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:208
                api_key = os.environ.get("OPENAI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e10b66ecff6a65e4 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:218
            admin_api_key = os.environ.get("OPENAI_ADMIN_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cdcabeaafdc55d61 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:234
            organization = os.environ.get("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e1a2a3fe7ba60d86 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:238
            project = os.environ.get("OPENAI_PROJECT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1a1245b7f319ce2e Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:242
            webhook_secret = os.environ.get("OPENAI_WEBHOOK_SECRET")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8d0f56b32d73bb2a Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:250
            base_url = os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #43f7b957c10dff0f Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:254
        custom_headers_env = os.environ.get("OPENAI_CUSTOM_HEADERS") if provider_runtime is None else None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a137cf6d334f2996 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:808
                api_key = os.environ.get("OPENAI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #08a34d3152c6a13a Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:818
            admin_api_key = os.environ.get("OPENAI_ADMIN_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9dc67428cb688acb Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:834
            organization = os.environ.get("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3ea6b14202642a7a Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:838
            project = os.environ.get("OPENAI_PROJECT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0a25bcdf8206c98b Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:842
            webhook_secret = os.environ.get("OPENAI_WEBHOOK_SECRET")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fe86478629d93225 Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:850
            base_url = os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e3fa383f070c610a Environment-variable access.
pkgs/python/[email protected]/src/openai/_client.py:854
        custom_headers_env = os.environ.get("OPENAI_CUSTOM_HEADERS") if provider_runtime is None else None

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8c5d52eefa8388f5 Filesystem access.
pkgs/python/[email protected]/src/openai/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3fede4d6fa00ce99 Filesystem access.
pkgs/python/[email protected]/src/openai/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ba84f2ebe7f2c745 Filesystem access.
pkgs/python/[email protected]/src/openai/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #61b56eb67e80af1a Filesystem access.
pkgs/python/[email protected]/src/openai/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ad2634cd39a53329 Filesystem access.
pkgs/python/[email protected]/src/openai/_legacy_response.py:443
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e65a8104b332ac6c Filesystem access.
pkgs/python/[email protected]/src/openai/_legacy_response.py:456
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #eb411c059db5f9e8 Environment-variable access.
pkgs/python/[email protected]/src/openai/_models.py:129
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #241f4201f2898e5a Filesystem access.
pkgs/python/[email protected]/src/openai/_response.py:515
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5ce877bdf4a366af Filesystem access.
pkgs/python/[email protected]/src/openai/_response.py:557
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fc2bfeb8c4c640bd Environment-variable access.
pkgs/python/[email protected]/src/openai/_utils/_logs.py:23
    env = os.environ.get("OPENAI_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #81ff14f1bde01925 Filesystem access.
pkgs/python/[email protected]/src/openai/_utils/_transform.py:248
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3efdba9643c41186 Filesystem access.
pkgs/python/[email protected]/src/openai/_utils/_transform.py:414
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ed111d882e5972c3 Filesystem access.
pkgs/python/[email protected]/src/openai/_utils/_utils.py:383
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d1e09eea38dee062 Filesystem access.
pkgs/python/[email protected]/src/openai/auth/_workload.py:59
            with open(token_file_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #62feacf30ec7c1f4 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/auth/_workload.py:107
                response = http_client.get(url, params=params, headers={"Metadata": "true"}, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #44cffb302bedeb24 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/auth/_workload.py:110
                    response = client.get(url, params=params, headers={"Metadata": "true"}, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #91f8e348365b269b Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/auth/_workload.py:154
                response = http_client.get(url, params=params, headers={"Metadata-Flavor": "Google"}, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #52f137bfaf9c0716 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/auth/_workload.py:157
                    response = client.get(url, params=params, headers={"Metadata-Flavor": "Google"}, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #0ebfafafffdefc64 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/openai/auth/_workload.py:253
            response = client.post(
                self.token_exchange_url,
                json={
                    "grant_type": TOKEN_EXCHANGE_GRANT_TYPE,
                    "subject_token": subject_token,
                    "subject_token_type": subject_token_type,
                    "identity_provider_id": self.workload_identity["identity_provider_id"],
                    "service_account_id": self.workload_identity["service_account_id"],
                },
                timeout=10.0,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #94654a22c5376f0d Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/_bedrock_auth.py:172
        region = os.environ.get("AWS_REGION") or os.environ.get("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #707033ee4b80ad1c Filesystem access.
pkgs/python/[email protected]/src/openai/lib/_validators.py:485
                with open(fname, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #49115c21f36d3173 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:215
            api_key = os.environ.get("AZURE_OPENAI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0c9b6059a85f9112 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:218
            azure_ad_token = os.environ.get("AZURE_OPENAI_AD_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9a954da35e3a7e80 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:226
            api_version = os.environ.get("OPENAI_API_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ea400bd6a466e649 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:240
                azure_endpoint = os.environ.get("AZURE_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b29b1f46b3161154 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:539
            api_key = os.environ.get("AZURE_OPENAI_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #108f8c3e69414365 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:542
            azure_ad_token = os.environ.get("AZURE_OPENAI_AD_TOKEN")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c9419a399128e95d Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:550
            api_version = os.environ.get("OPENAI_API_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a074f0f7928ca804 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/azure.py:564
                azure_endpoint = os.environ.get("AZURE_OPENAI_ENDPOINT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cdfdbe710c3f92a0 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/bedrock.py:70
    configured = region or os.environ.get("AWS_REGION") or os.environ.get("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #11087930081ba753 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/bedrock.py:80
    environment_base_url = os.environ.get("AWS_BEDROCK_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #03db9ca4f5c0ff2e Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/bedrock.py:105
    token = os.environ.get("AWS_BEARER_TOKEN_BEDROCK")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #adb8ac45eeeea0b0 Environment-variable access.
pkgs/python/[email protected]/src/openai/lib/bedrock.py:150
    environment_token = os.environ.get("AWS_BEARER_TOKEN_BEDROCK")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9e0100b359fc593c Environment-variable access.
pkgs/python/[email protected]/src/openai/providers/bedrock.py:249
            token = os.environ.get("AWS_BEARER_TOKEN_BEDROCK")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e6c912ca8122bbd2 Environment-variable access.
pkgs/python/[email protected]/src/openai/providers/bedrock.py:332
            os.environ.get("AWS_REGION") or os.environ.get("AWS_DEFAULT_REGION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ee440c24afada1b9 Environment-variable access.
pkgs/python/[email protected]/src/openai/providers/bedrock.py:339
        environment_base_url = _normalize_optional_string(os.environ.get("AWS_BEDROCK_BASE_URL"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b8df92c795f8003d Environment-variable access.
pkgs/python/[email protected]/src/openai/providers/bedrock.py:392
        and bool(os.environ.get("AWS_BEARER_TOKEN_BEDROCK"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

openrouter

python dependency
expand_more 5 low-confidence finding(s)
low env_fs dependency Excluded from app score #30323d42a5beeb1f Filesystem access.
pkgs/python/[email protected]/src/openrouter/types/base64fileinput.py:23
            with open(value, "rb") as fh:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e0939ee82ae75ce7 Environment-variable access.
pkgs/python/[email protected]/src/openrouter/utils/logger.py:24
    if os.getenv("OPENROUTER_DEBUG"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9d9f8ccb9ae74e98 Environment-variable access.
pkgs/python/[email protected]/src/openrouter/utils/security.py:79
    if os.getenv("OPENROUTER_API_KEY"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1cd48d82b1e0666f Environment-variable access.
pkgs/python/[email protected]/src/openrouter/utils/security.py:80
        security_dict["api_key"] = os.getenv("OPENROUTER_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1bd85e7e7b70e028 Environment-variable access.
pkgs/python/[email protected]/src/openrouter/utils/values.py:63
    env_value = os.getenv(env_key)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

packaging

python dependency
expand_more 3 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #ca92b57d98c1314b Filesystem access.
pkgs/python/[email protected]/docs/conf.py:11
with open(os.path.join(_BASE_DIR, "src", "packaging", "__init__.py")) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9c997d335a2f7e0e Filesystem access.
pkgs/python/[email protected]/src/packaging/_manylinux.py:34
        with open(path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d6a82fe4f0913075 Filesystem access.
pkgs/python/[email protected]/src/packaging/_musllinux.py:46
        with open(executable, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

perplexityai

python dependency
expand_more 18 low-confidence finding(s)
low egress dependency Excluded from app score #1106f691c1f714a4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/perplexity/_base_client.py:306
        return await self._client.request(self._page_cls, self._options)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #3481de42b4e1235b Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:94
            api_key = os.environ.get("PERPLEXITY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c2d0b84549852fb6 Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:102
            base_url = os.environ.get("PERPLEXITY_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e8471e9d536bb852 Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:106
        custom_headers_env = os.environ.get("PERPLEXITY_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d7a955cc93634e9f Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:317
            api_key = os.environ.get("PERPLEXITY_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b1befe405f285bac Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:325
            base_url = os.environ.get("PERPLEXITY_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #43564ecb001f5ba9 Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_client.py:329
        custom_headers_env = os.environ.get("PERPLEXITY_CUSTOM_HEADERS")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c071dda0c15ccb02 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_files.py:69
            return (path.name, path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #18758de9328ad486 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_files.py:81
        return pathlib.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #311f271cf5942357 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_files.py:111
            return (path.name, await path.read_bytes())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #460aae5fd6c9f620 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_files.py:123
        return await anyio.Path(file).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a142b3fe0e1a7cc8 Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_models.py:120
            extra="allow", defer_build=coerce_boolean(os.environ.get("DEFER_PYDANTIC_BUILD", "true"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #cb77e3f96cd6464b Filesystem access.
pkgs/python/[email protected]/src/perplexity/_response.py:497
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #304d788f08c13af0 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_response.py:539
        with open(file, mode="wb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f303bbd1be06df09 Environment-variable access.
pkgs/python/[email protected]/src/perplexity/_utils/_logs.py:17
    env = os.environ.get("PERPLEXITY_LOG")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c783e3e7eff7c258 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_utils/_transform.py:248
            binary = data.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #91f2ba4a2e2a4c7b Filesystem access.
pkgs/python/[email protected]/src/perplexity/_utils/_transform.py:414
            binary = await anyio.Path(data).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #38465c14150702a6 Filesystem access.
pkgs/python/[email protected]/src/perplexity/_utils/_utils.py:379
    contents = Path(path).read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

pydantic

python dependency
expand_more 9 low-confidence finding(s)
low env_fs dependency Excluded from app score #2ce11d42c7920244 Filesystem access.
pkgs/python/[email protected]/pydantic/deprecated/parse.py:71
    b = path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6bcb6a613e114f0c Environment-variable access.
pkgs/python/[email protected]/pydantic/json_schema.py:344
                if os.getenv('PYDANTIC_PRIVATE_ALLOW_UNHANDLED_SCHEMA_TYPES'):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #919d0b8e87cead41 Filesystem access.
pkgs/python/[email protected]/pydantic/mypy.py:1411
    with open(config_file, 'rb') as rf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #797b7ebbdac72972 Environment-variable access.
pkgs/python/[email protected]/pydantic/plugin/_loader.py:27
    disabled_plugins = os.getenv('PYDANTIC_DISABLE_PLUGINS')

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8603491c6bcc8810 Environment-variable access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:173
            env_vars: Mapping[str, Optional[str]] = os.environ

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #15967733a5f0f761 Environment-variable access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:175
            env_vars = {k.lower(): v for k, v in os.environ.items()}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #242526479933a70f Filesystem access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:307
                    secret_value = path.read_text().strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4a847c947806ec0b Filesystem access.
pkgs/python/[email protected]/pydantic/v1/mypy.py:948
    with open(config_file, read_mode) as rf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #68bbc7f17ae6c9d3 Filesystem access.
pkgs/python/[email protected]/pydantic/v1/parse.py:57
    b = path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

pytest-recording

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #bb76e965f1149f5c Filesystem access.
pkgs/python/[email protected]/src/pytest_recording/_vcr.py:34
        with open(cassette_path, encoding="utf8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

qdrant-client

python dependency
expand_more 13 low-confidence finding(s)
low egress dependency Excluded from app score #3d1a5ad66ee5e131 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/qdrant_client/common/version_check.py:15
    response = httpx.get(rest_uri, headers=rest_headers, auth=auth_provider, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #74f72f14e426dc91 Filesystem access.
pkgs/python/[email protected]/qdrant_client/embed/schema_parser.py:298
        with open(output_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d80338103d8aa5fa Filesystem access.
pkgs/python/[email protected]/qdrant_client/embed/utils.py:76
    with open(path, "rb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #acafe30b647d79cb Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/async_qdrant_local.py:99
            with open(meta_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3033568b513bea9a Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/async_qdrant_local.py:102
            with open(meta_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1d5492f1005887a7 Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/async_qdrant_local.py:125
            with open(lock_file_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #df8f6fe0e821c37c Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/async_qdrant_local.py:127
        self._flock_file = open(lock_file_path, "r+")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bd3f2e12abb1838b Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/async_qdrant_local.py:146
        with open(meta_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ec5e523489eb1640 Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/qdrant_local.py:102
            with open(meta_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #658e9c51d360240f Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/qdrant_local.py:105
            with open(meta_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6a4c28cb888847cf Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/qdrant_local.py:136
            with open(lock_file_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9170cce002f15a56 Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/qdrant_local.py:138
        self._flock_file = open(lock_file_path, "r+")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #99d3298b60a0fa7e Filesystem access.
pkgs/python/[email protected]/qdrant_client/local/qdrant_local.py:162
        with open(meta_path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

requests

python dependency
expand_more 8 low-confidence finding(s)
low env_fs dependency Excluded from app score #004693ff7025739a Environment-variable access.
pkgs/python/[email protected]/src/requests/sessions.py:857
                    os.environ.get("REQUESTS_CA_BUNDLE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a2080f565ff6c1ce Environment-variable access.
pkgs/python/[email protected]/src/requests/sessions.py:858
                    or os.environ.get("CURL_CA_BUNDLE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #29de3c3dcc1b583e Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:239
    netrc_file = os.environ.get("NETRC")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3d2d808b8394f222 Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:798
        old_value = os.environ.get(env_name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b42862be2a2e45ac Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:799
        os.environ[env_name] = value

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6705ad84d71c1aca Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:805
                del os.environ[env_name]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bbaa9431897ee4f4 Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:807
                os.environ[env_name] = old_value

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7158b31b4b61a0e3 Environment-variable access.
pkgs/python/[email protected]/src/requests/utils.py:820
        return os.environ.get(key) or os.environ.get(key.upper())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

tokenizers

python dependency
expand_more 12 low-confidence finding(s)
low env_fs dependency Excluded from app score #9f86e58ffea4d3db Environment-variable access.
pkgs/python/[email protected]/bindings/python/benches/test_tiktoken.py:29
    os.environ["RAYON_NUM_THREADS"] = str(num_threads)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #c8950d761f607714 Filesystem access.
pkgs/python/[email protected]/bindings/python/examples/example.py:29
    with open(args.file, "r") as fp:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #ce76cd4f3a4b874e Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/convert.py:52
    m.ParseFromString(open(filename, "rb").read())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #af798e1b2172c5b3 Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/convert.py:342
    with open(filename, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d331934847804530 Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:61
        with open(self._model, "r") as model_f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #72bb459a122d0aa9 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:121
                response = get(args.model, allow_redirects=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #559075ea7f7676ed Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:134
        with open(args.vocab_output_path, "w") as vocab_f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #e8b5de99b25cbe7b Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:135
            with open(args.merges_output_path, "w") as merges_f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #0d6479245d6bc2e1 Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/spm_parity_check.py:99
    with open(args.input_file, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #b0284f724d5f0f9a Filesystem access.
pkgs/python/[email protected]/bindings/python/scripts/spm_parity_check.py:226
    with open(args.input_file, "r", encoding="utf-8-sig") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fd4d8ea7f4403acd Filesystem access.
pkgs/python/[email protected]/py_src/tokenizers/implementations/sentencepiece_unigram.py:160
        m.ParseFromString(open(filename, "rb").read())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling reachable #1da8a7b7c779740b Filesystem access.
pkgs/python/[email protected]/py_src/tokenizers/tools/visualizer.py:12
with open(css_filename) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

typing-extensions

python dependency
expand_more 7 low-confidence finding(s)
low env_fs dependency Excluded from app score #003a62dbcf52e6e8 Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:1698
            Path(tempdir, "ann_module.py").write_text(ANN_MODULE_SOURCE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #64d7acd7fc8afcba Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:1699
            Path(tempdir, "ann_module2.py").write_text(ANN_MODULE_2_SOURCE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2430f4e328d5a0cd Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:1700
            Path(tempdir, "ann_module3.py").write_text(ANN_MODULE_3_SOURCE)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #999f398ae4de8646 Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:8783
            Path(tempdir, "inspect_stock_annotations.py").write_text(STOCK_ANNOTATIONS)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #6ba12b03070d35c6 Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:8784
            Path(tempdir, "inspect_stringized_annotations.py").write_text(STRINGIZED_ANNOTATIONS)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #74f78383a6e75c20 Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:8785
            Path(tempdir, "inspect_stringized_annotations_2.py").write_text(STRINGIZED_ANNOTATIONS_2)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ce20dd2faa49ff4b Filesystem access.
pkgs/python/[email protected]/src/test_typing_extensions.py:9234
            Path(tempdir, "inspect_stringized_annotations_pep_695.py").write_text(STRINGIZED_ANNOTATIONS_PEP_695)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

Skipped dependencies

Production

  • langchain-community prod — sdist exceeds byte cap