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llama_index

LlamaIndex is the leading document agent and OCR platform

49.9k stars7.5k forks277 watchers177 open issuesPythonMIT

TL;DR · 30-second scan

What it is

llama_index (Python)LlamaIndex is the leading document agent and OCR platform

What it does for you

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

Best for

AI & ML

49.9k GitHub starsLicense: MITLast updated 1 month ago
EDITOR'S DEEP 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
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Created 02 Nov 2022
Last push 1 month ago
Stats refreshed 1 month ago