LlamaIndex

LLM Agent Architecture for Beginners

The article, based on a talk at an internal meetup, explains how a raw LLM server evolves into a full agent system. It covers key components: chat context storage, internet search, RAG for local data, tools, system prompts, orchestration, and the MCP protocol.

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