LangChain is the most popular open-source framework for building applications powered by LLMs. It provides abstractions for chains (sequential LLM calls), agents (autonomous tool-using AI), RAG (retrieval augmented generation), and memory. LangSmith adds observability and evaluation for production LLM apps.
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