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LlamaIndex

The data framework for connecting models to your own sources.

Where LangChain is broad, LlamaIndex is focused on the retrieval half of the problem: loading data from a few hundred connectors, indexing it in several structures beyond flat vector search, and querying it with routers and rerankers. If a RAG system is returning nearly-right chunks, this is the library with the most levers for fixing it.

Python LlamaIndex Hugging Face PostgreSQL
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About This Project

Where LangChain is broad, LlamaIndex is focused on the retrieval half of the problem: loading data from a few hundred connectors, indexing it in several structures beyond flat vector search, and querying it with routers and rerankers. If a RAG system is returning nearly-right chunks, this is the library with the most levers for fixing it.

Technology Stack (4)

Python Open-source AI projects built with Python. LlamaIndex Open-source AI projects built with LlamaIndex. Hugging Face Open-source AI projects built with Hugging Face. PostgreSQL Open-source AI projects built with PostgreSQL.

Source Code

run-llama/llama_index Open Source
Python 0 Stars 0 Forks 0 Contributors MIT
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