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docs: add langchain-integration-health tool documentation #32788
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CodSpeed WallTime Performance ReportMerging #32788 will improve performances by 18.87%Comparing
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⚡ | test_import_time[InMemoryVectorStore] |
688.8 ms | 599.9 ms | +14.82% |
⚡ | test_import_time[RunnableLambda] |
560.7 ms | 471.7 ms | +18.87% |
CodSpeed Instrumentation Performance ReportMerging #32788 will not alter performanceComparing Summary
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Add documentation with all required template headers. - Include exact headers: Overview, Setup, Instantiation, Invocation, Use within an agent, API reference - Follow LangChain tools template validation requirements - Provide usage examples and installation instructions
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Hello, thanks for this. Looks really interesting! I don't think it has a place in the langchain docs at the moment— it is not a langchain component. I see it's been documented under tools but it is not a tool in the langchain sense.
I'd encourage you to check out the langchain-tests
library if you haven't already:
It captures supported chat model features (e.g., support for tool calling, structured outputs, image/PDF/audio inputs, etc). It is not designed runtime checks in the same way as this is, though this is something we've considered developing.
You're right, this fits better in the ecosystem around LangChain rather than core docs. I hadn't seen langchain-tests before, but after checking it out, there's definitely overlap in what we're solving. I'm interested in your mention of considering runtime checks for langchain-tests, that's exactly what my framework focuses on. Would there be interest in discussing how the runtime testing capabilities could complement langchain-tests instead of maintaining separate efforts? I'd much rather contribute to existing ecosystem tools than promote a standalone project. Thanks for taking the time to review and for the guidance! |
Summary
This PR adds documentation and package registration for the LangChain Integration Health Framework, a comprehensive testing and monitoring solution for LangChain integrations.
What this framework provides:
bind_tools()
, streaming, structured output, and async supportbind_tools
functionalityKey Features:
✅ Tests 50+ LangChain integrations automatically
✅ Identifies compatibility issues before runtime
✅ Provides visual compatibility matrix
✅ Includes performance benchmarking
✅ Exports results in JSON/CSV/Markdown formats
Package Information:
pip install langchain-integration-health
Changes Made:
docs/docs/integrations/tools/langchain_integration_health.ipynb
libs/packages.yml
This framework addresses critical pain points in the LangChain ecosystem, particularly around integration compatibility and testing gaps.
Test plan: