LlamaIndex | AI Agents for Document OCR + Workflows Live Webinar ! Decision-ready context for financial services agents → Save your seat Product LlamaParse Industry-leading document processing Parse Extract Index Open Source OSS repos trusted by millions of developers LiteParse Workflows LlamaIndex Solutions Persona Engineering & R&D Accelerate product development Administrative Operations Streamline business processes Financial Analysts Build AI-powered financial models Industry Insurance Automate claims and underwriting Finance Power financial research Manufacturing Optimize system uptime Healthcare & Pharma Accelerate clinical research Use cases Financial Due Diligence Speed up compliance reviews Invoice Processing Automate manual review Technical Document Search Find answers in complex docs Customer Support Instant, accurate responses Docs Resources Resources Customer stories See real-world success stories Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework Company About us Our mission and story Careers Join our growing team Brand Logos and brand guidelines View open roles at LlamaIndex Blog Pricing Book a demo Try for free Product LlamaParse Industry-leading document processing Parse Extract Index Open Source OSS repos trusted by millions of developers LiteParse Workflows LlamaIndex Solutions Persona Engineering & R&D Accelerate product development Administrative Operations Streamline business processes Financial Analysts Build AI-powered financial models Industry Insurance Automate claims and underwriting Finance Power financial research Manufacturing Optimize system uptime Healthcare & Pharma Accelerate clinical research Use cases Financial Due Diligence Speed up compliance reviews Invoice Processing Automate manual review Technical Document Search Find answers in complex docs Customer Support Instant, accurate responses Docs Resources Customer stories See real-world success stories How Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework Company About us Our mission and story Careers Join our growing team Brand Logos and brand guidelines View open roles at LlamaIndex Blog Pricing Book a demo Try for free Document OCR for the agentic stack LlamaParse turns hours of manual document processing into seconds of automation, with VLM-powered document understanding agents. Get started Book a Demo Get started with LlamaParse for free Our free plan includes: 10,000 free credits per month (~1000 pages) Agentic OCR for layout-aware document parsing Structured extraction of defined schemas Build and deploy end-to-end document agents Try LlamaParse How it works We parse your most complex docs 01 / 02 / 03 Agentic Understanding Complex layouts turned into clean, LLM-ready outputs through semantic understanding. Specialized experts Task-specific agents break down content such as text, charts, tables, and more, routing it to the right expert. Auto-Correction Loops Recursive checks that detect and fix errors automatically, delivering high pass-through rates even on messy scans and multi-modal documents. Handwritten Text Parse messy handwriting, extract structure, and make it usable for AI workflows. Tables Extract rows, columns, and relationships — even from dense or irregular layouts. Charts Turn charts and graphs into structured data your pipelines can use. 1B+ Documents processed 25M+ package downloads a month 300k+ LlamaParse users Unrivaled performance across complex documents Benchmark LlamaParse VLM - Proprietary Commercial - IDP Open Source OCR Overall performance Charts Tables 01 LlamaParse LlamaParse powers enterprise-grade document automation with industry-best parsing, extraction, indexing, and retrieval — optimized for accuracy, configurability, and scalability. Learn more Book a demo Parse Industry-leading document parsing for 50+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes. Extract Turn unstructured content into structured insights using schema-based, LLM-powered extraction agents — no training required Split Segment a document into logical sections based on natural-language descriptions. Classify Automatically categorize documents using natural-language rules. Index Enterprise-grade chunking and embedding pipeline. Built to deliver precision and relevance in every retrieval call for best-in-class RAG. npm install @llamaindex/liteparse 02 LiteParse Parse Any Document. Locally. Fast. Open-source document parsing from the team behind LlamaParse. Parsed text from PDFs, Office docs, and images — no cloud, no LLM tokens, no limits. View on GitHub Learn more Fully open-source Fast local processing All major formats Bounding box output Use cases How leading teams use document intelligence Context for AI Agents Enable LLMs to read complex documents with human-level precision. Book a demo Replace legacy IDP Modernize document processing without custom templates. Book a demo Multi-step document agents Build durable agents that automate knowledge work. Book a demo Industries Built for every document-heavy industry Get started Book a demo Finance From financial research and due diligence to automated invoice processing, leading banks, hedge funds, and fintechs are transforming workflows with AI. Explore finance Insurance Risk and protection leaders are turning unstructured data into action—streamlining underwriting, audits, and claim proccessing. Explore insurance Manufacturing Leading manufacturers are using AI to extract insights from specs, manuals, and inspection reports—faster and more accurately. Explore Manufacturing Healthcare From medical records and handwritten doctor notes to insurance claims, healthcare providers are using AI to streamline clinical and administrative workflows. Explore Healthcare 99.9% uptime Infrastructure designed for always-on document processing — stable under real production load. Enterprise-Grade Security Granular access controls, enhanced data encryption, and HIPAA, GDPR, and SOC2 compliant out-of-the-box. Dedicated Support & SLAs Dedicated support, fast response times, and SLAs tailored to mission-critical AI workloads. Flexible Deployment Run in our secure cloud or deploy fully in your VPC, ensuring data residence requirements. Enterprise Ready Built for teams running production-grade AI with reliability, security, and control at scale. Book a demo 99.9% uptime Infrastructure designed for always-on document processing — stable under real production load. Enterprise-Grade Security Granular access controls, enhanced data encryption, and HIPAA, GDPR, and SOC2 compliant out-of-the-box. Dedicated Support & SLAs Dedicated support, fast response times, and SLAs tailored to mission-critical AI workloads. Flexible Deployment Run in our secure cloud or deploy fully in your VPC, ensuring data residence requirements. testimonials Trusted by leading AI teams Manuel De Juan Director, Global AI office at NttData “LlamaParse simplifies parsing complex documents which is crucial for end-to-end AI development.” Alvin Alaphat Founding engineer at Delphi “We benchmarked LlamaParse against everything else we could find. It had the most reliable output and cleanest formatting—especially for our most difficult content.” Dean Barr Applied AI Lead and Data Scientist at Carlyle “LlamaParse stands out as the premier solution for parsing complex documents in enterprise agent pipelines.” Upgrade your document processing today LlamaParse unlocks unrivaled accuracy and scale. Sign up for free Book a Demo Build document agents that understand, reason, and act Contact sales Sign up Explore AI Summary Solutions Engineering & R&D Administrative Operations Financial Analysts Developers Insurance Finance Manufacturing Healthcare & Pharma Finance Due Diligence Invoice Processing Technical Document Search Customer Support Products LlamaParse Parse Extract Index LlamaInde