As we've explored the capabilities of LangChain, vector databases, tools, and language models, it's essential to discuss how to deploy, optimize, and design workflows that unlock their full potential. This chapter delves into three critical components of the LangChain ecosystem: LangServe, LangSmith, and LangGraph.

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LangServe, LangSmith, and LangGraph: Deploying, Optimizing, and Designing Language Model Workflows

  • Sanath Raj B Narayan,
  • Nitin Agarwal

摘要

As we've explored the capabilities of LangChain, vector databases, tools, and language models, it's essential to discuss how to deploy, optimize, and design workflows that unlock their full potential. This chapter delves into three critical components of the LangChain ecosystem: LangServe, LangSmith, and LangGraph.