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llama_index

LlamaIndex is the leading document agent and OCR platform

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python/uvagentsapplicationdatafine-tuningllamaindexframeworkllmpythonragmulti-agentsPythonvector-databasemake

LlamaIndex is a Python framework for building RAG and agentic applications over your data, described by its authors as a document agent and OCR platform. It ships as the llama_index package with a toolchain based on Make, Python, and uv, under an MIT license.

You reach for it when you want a framework purpose-built for retrieval-augmented generation, agents, and data ingestion pipelines.

Use it to

  • Build RAG applications over your documents
  • Create multi-agent LLM applications
  • Fine-tune models on your data
  • Integrate vector databases into pipelines
  • Prototype LLM apps in Python with uv

For Python developers building LLM and RAG applications

Role
rag
Language
Python
Licence
MIT
Forks
8,162
Open issues
216
Last push
2026-09-15
Latest release
v0.2.17 · 2023-01-29
topicsragllmagentsframeworkvector-databasefine-tuning