Pipeline Brief

LangChain

Framework for building LLM-powered applications

About LangChain

LangChain is the leading framework for building applications powered by LLMs. Provides chains, agents, retrieval-augmented generation (RAG), and tool-use patterns. Available in Python and JavaScript.

Best for

Best for developers building complex LLM applications with chains, agents, and RAG

Pros & Cons

Pros

  • Most popular LLM application framework
  • Extensive integrations with LLMs, tools, and data sources
  • Active community and rapid development

Cons

  • Abstraction can add unnecessary complexity
  • Rapidly changing API — breaking changes common
  • Over-engineering risk for simple use cases

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