Specialized framework for RAG and data management for context-aware AI applications.

Description

LlamaIndex (formerly GPT Index) is a data orchestration framework specifically designed for building AI applications that need to work with private data. It specializes in Retrieval Augmented Generation (RAG), enabling AI agents to access and reason over large amounts of private data. It offers connectors for over 160 data sources, including APIs, databases, PDFs, and cloud services. It includes advanced indexing and retrieval techniques, optimized query engines, and support for multi-document agents. Compatible with all major LLMs and vector databases. Ideal for companies that need AI agents to work with internal documentation, knowledge bases, or proprietary data. Includes LlamaHub with pre-built connectors.