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To build these AI-powered apps (chatbots, automated agents, RAG systems, etc.) The system embeds your data (PDFs, docs, web pages) and searches it, then feeds that context into the LLM. LangChain also offers enterprise features like LangSmith (model monitoring/visualization) and LangChain Hub (pre-built integrations).
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