LlamaIndex is the agentic AI platform for automating document workflows. It combines enterprise-grade parsing and extraction with a trusted framework for building intelligent agents that reason over documents, adapt to business logic, and scale to production. LlamaIndex is trusted by both developers and enterprises across the Fortune 50 for automating document-heavy workflows, like invoice and claim processing, financial due diligence, agentic document search (agentic RAG), RFP generation, and more. That platform has 4 million downloads a month of its open source, parsed than 200 million pages, and gains five thousand unique organizations on its cloud platform each week. Key component of LlamaIndex include:

Document Parsing and Extraction: LlamaParse delivers state-of-the-art accuracy in parsing unstructured data using advanced AI agents, while LlamaExtract enables seamless extraction of structured data from complex inputs at scale. Together, they support a wide range of multi-modal formats—including PDFs, PowerPoints, spreadsheets, web content, scans, and embedded visual data like tables and charts.

Intelligent Chunking and Embedding: LlamaIndex automates data preparation for LLMs by intelligently segmenting your data into chunks and generating high-quality embeddings—so you don’t have to.

Agent Framework: LlamaIndex delivers a robust framework for building advanced reasoning agents, giving developers full control through low-level components or rapid iteration via high-level, end-to-end workflows. It abstracts and simplifies critical features—such as memory, tool use, state handling, and human oversight—making it easier to build reliable agentic systems.