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@sadiqkhzn sadiqkhzn commented Sep 2, 2025

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:

  • Automated Integration Testing: Tests for bind_tools(), streaming, structured output, and async support
  • Real-time Dashboard: Web-based monitoring of integration compatibility
  • MLXPipeline Fix: Complete solution for missing bind_tools functionality
  • CLI Tools: Command-line interface for testing and reporting
  • CI/CD Integration: GitHub Actions workflows for automated monitoring

Key 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:

Changes Made:

  1. Added comprehensive documentation notebook at docs/docs/integrations/tools/langchain_integration_health.ipynb
  2. Registered package in libs/packages.yml

This framework addresses critical pain points in the LangChain ecosystem, particularly around integration compatibility and testing gaps.

Test plan:

  • Package successfully installs via pip
  • CLI commands work correctly
  • Dashboard launches and displays compatibility matrix
  • Documentation notebook runs without errors
  • Examples demonstrate MLXPipeline fix functionality

@sadiqkhzn sadiqkhzn requested a review from ccurme as a code owner September 2, 2025 15:20
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vercel bot commented Sep 2, 2025

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Project Deployment Preview Comments Updated (UTC)
langchain Error Error Sep 12, 2025 2:39am

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codspeed-hq bot commented Sep 2, 2025

CodSpeed WallTime Performance Report

Merging #32788 will improve performances by 18.87%

Comparing sadiqkhzn:master (12be049) with master (338d3d2)

⚠️ Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

Summary

⚡ 2 improvements
✅ 11 untouched

Benchmarks breakdown

Benchmark BASE HEAD Change
test_import_time[InMemoryVectorStore] 688.8 ms 599.9 ms +14.82%
test_import_time[RunnableLambda] 560.7 ms 471.7 ms +18.87%

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codspeed-hq bot commented Sep 2, 2025

CodSpeed Instrumentation Performance Report

Merging #32788 will not alter performance

Comparing sadiqkhzn:master (12be049) with master (338d3d2)

Summary

✅ 14 untouched

@sadiqkhzn sadiqkhzn changed the title Add LangChain Integration Health Framework - Testing & Monitoring Tool docs: add langchain-integration-health tool documentation Sep 2, 2025
@sadiqkhzn sadiqkhzn force-pushed the master branch 2 times, most recently from 2fa600a to 60de12b Compare September 2, 2025 16:11
@sadiqkhzn sadiqkhzn force-pushed the master branch 2 times, most recently from 8409eac to cd44fb4 Compare September 2, 2025 19:14
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vercel bot commented Sep 2, 2025

Deployment failed with the following error:

The provided GitHub repository does not contain the requested branch or commit reference. Please ensure the repository is not empty.

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
@mdrxy mdrxy added documentation Improvements or additions to documentation INTERNAL-MAINTAINER-NOTE-move-to-new-repo FOR LANGCHAIN STAFF labels Sep 3, 2025
@mdrxy mdrxy self-assigned this Sep 8, 2025
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@ccurme ccurme left a comment

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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.

@ccurme ccurme closed this Sep 12, 2025
@sadiqkhzn
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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!

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3 participants