--- title: "LangSmith" type: entity tags: [llm, debugging, monitoring, production] sources: ["RAG从入门到精通系列1:基础RAG"] last_updated: 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. ## Related Concepts - [[RAG]]:LangSmith can be used to monitor RAG pipelines - [[LangChain]]:LangChain integrates with LangSmith for debugging