LlamaIndex

LlamaIndex, also known as GPT Index, is a data framework designed to facilitate large language model (LLM) applications by enabling efficient retrieval-augmented generation (RAG). LlamaIndex provides a suite of tools for integrating with various data sources, indexing complex documents, and creating interactive data retrieval pipelines. It supports a wide array of storage solutions and offers a managed service called LlamaCloud for streamlined data ingestion and retrieval. This framework is utilized in diverse applications, from parsing financial reports to enhancing LLM performance in enterprise environments.