LlamaIndex

Data framework for connecting LLMs to external data

⭐38,000
AI DevelopmentFree (open-source) + Cloud⭐ Featured
🌐 Visit Website📦 GitHub

About LlamaIndex

LlamaIndex is a data framework that makes it easy to connect LLMs to your data. It provides tools for ingesting, indexing, and querying data from various sources, making it the go-to solution for RAG (Retrieval Augmented Generation) applications.

Features

✦RAG pipelines
✦Data connectors
✦Indexing
✦Query engine
✦Agent tools

Pros & Cons

Pros

  • +Best-in-class RAG framework
  • +100+ data connectors
  • +Multiple index types
  • +Great documentation
  • +Active community

Cons

  • −Can be complex for simple use cases
  • −Abstractions hide complexity
  • −Learning curve for advanced features
  • −Some features require LlamaCloud

Platforms

LinuxmacOSWindows

Tags

#rag#data#indexing#open-source

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