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llama_index

LlamaIndex is the leading document agent and OCR platform

49.5k stars7.4k forks275 watchers183 open issuesPythonMIT
EDITOR'S TAKE

RAG specialist. Better document loading, chunking, and retrieval than LangChain for retrieval-first apps. Strong on advanced strategies — hybrid search, re-ranking, recursive retrieval. Now expanded into a general LLM toolkit but RAG is still the sweet spot.

Use this if

Your AI app is mostly retrieval over documents — knowledge base, support bot, internal search.

Skip if

You need broad agent/tool use — LangChain has wider integration coverage.

Categories
Topics
agentsapplicationdatafine-tuningframeworkllamaindexllmragvector-databasemulti-agents
Created 02 Nov 2022
Last push 13 hours ago
Stats refreshed 3 hours ago