wiki-ingest: RAG从入门到精通系列1

wiki/entities/LangSmith.md

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+---
+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