Generative AI With Langchain AI Agent
by benman1Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.
Generative AI With Langchain is an open-source ai agent by benman1, written mainly in Jupyter Notebook, with 1,451 GitHub stars and the MIT license. Its code was last updated Sep 26, 2026.
Scan summary: scanned Nov 5, 2026 at commit 87e17fd. Seen able to run dynamic code. Scan policy
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87e17fd · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit169 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
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Findings (30)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
chapter9/ray/build_index.py:128 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain@0.3.17: 2 known vulnerabilitiesPYSEC-2026-2192, PYSEC-2026-2555
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-community@0.3.16: 1 known vulnerabilityPYSEC-2026-1515
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-text-splitters@0.3.5: 2 known vulnerabilitiesPYSEC-2026-1520, PYSEC-2026-77
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph@0.3.34: 1 known vulnerabilityPYSEC-2026-83
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.3.15: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2024.9.0: 1 known vulnerabilityPYSEC-2026-4217
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.google-cloud-aiplatform@1.99.0: 2 known vulnerabilitiesPYSEC-2026-2499, PYSEC-2026-2500
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-checkpoint@2.1.2: 3 known vulnerabilitiesPYSEC-2026-1527, PYSEC-2026-2573, PYSEC-2026-2574
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-sdk@0.1.74: 2 known vulnerabilitiesPYSEC-2026-2575, PYSEC-2026-4240
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.9.2: 4 known vulnerabilitiesPYSEC-2026-1691, PYSEC-2026-2229, PYSEC-2026-2230, GHSA-pjvx-prjx-h659
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@4.25.9: 1 known vulnerabilityPYSEC-2026-1805
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@19.0.1: 1 known vulnerabilityPYSEC-2026-113
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.9.1: 4 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmenter the following options: 1. set up custom discovery (`find` directive with `include` or `exclude`) 2. use a `src-layout` 3. explicitly set `py_modules` or `packages` with a list of names To find more information, look for "package discovery" on setuptools docs.
- lowLow. Minor, or common in normal tools. Shown for information.datasets@3.4.0: 1 known vulnerabilityPYSEC-2026-3716
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.langchain-anthropic@0.3.5: 1 known vulnerabilityPYSEC-2026-2556
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.langchain-openai@0.3.19: 1 known vulnerabilityPYSEC-2026-76
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.streamlit@1.37.1: 2 known vulnerabilitiesPYSEC-2026-212, PYSEC-2026-2285
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 1 known vulnerabilityPYSEC-2026-2275
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
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