Tracing: Added Langsmith Support #1069
Open
+1,680
−33
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This PR introduces LangSmith tracing to the langchaingo library, enhancing debugging and monitoring capabilities for applications leveraging large language models (LLMs). These changes align with our observability needs and have been successfully running in production for several months.
We have subsequent PR ready to improve Inputs and Outputs capturing streamingfast#4
Key Features
LangSmith Tracing Integration:
callbacks.Handler
to enable tracing capabilities.Refactor and Enhancements:
chains.Call
.chain.Call
was not passed to thellm.Model
instance.Backward Compatibility
No breaking changes have been introduced. Tracing is optional and does not affect existing functionality when disabled.
Future Improvements
Refactor HandleLLMGenerateContentStart and HandleLLMGenerateContentEnd into a centralized GenerateContent function in the llms package to reduce code duplication across llms models.
PR Checklist
memory: add interfaces for X, Y
orutil: add whizzbang helpers
).Fixes #123
).golangci-lint
checks.