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title, type, tags, sources, last_updated
title type tags sources last_updated
LangSmith entity
llm
debugging
monitoring
production
RAG从入门到精通系列1基础RAG
2026-04-16

Basic Information

  • Type: LLM Application Platform
  • Source: RAG从入门到精通系列1基础RAG

Definition

LangSmith is a platform for building production-grade LLM applications. It allows close monitoring and evaluation of LLM applications, enabling fast and confident delivery.

Key Capabilities

  • Tracing: Track LLM applications through the entire pipeline
  • Debugging: Understand LLM calls and other parts of application logic
  • Evaluation: Evaluate application performance
  • Monitoring: Observe application behavior in production

Use Case

LangSmith helps visualize how the entire RAG pipeline is connected step by step, useful for debugging and understanding RAG workflows.

  • RAGLangSmith can be used to monitor RAG pipelines
  • LangChainLangChain integrates with LangSmith for debugging