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Jul 3, 2025 Context Engineering - What it is, and techniques to consider

Jun 30, 2025 Announcing Workflows 1.0: A Lightweight Framework for Agentic systems

Topics All OCR Data Processing Parsing Structured Data Extraction Document Intelligence Guides Document Agents Insights All OCR Data Processing Parsing Structured Data Extraction Document Intelligence Guides Document Agents Posts 100 posts Beyond OCR: The Best Intelligent Document Processing (IDP) Tools for Banking and Fintech in 2026 [ OCR ] Top PDF OCR Software for AI Workflows in 2026 Sept 13, 2026 [ OCR ] 7 Best OCR Tools for 2026: From Open Source to Agentic Document Processing Explore the 7 best OCR tools for 2026, from open-source engines to AI-powered and agentic document processing platforms for extracting structured data from documents. Aug 18, 2026 [ OCR ] Best IDP Platform Automation Tools Jun 24, 2026 [ OCR ] Top Template-Free IDP Software Jun 24, 2026 [ OCR ] Top Enterprise IDP Software Jun 24, 2026 [ OCR ] Best Intelligent Document Processing (IDP) Tools Jun 24, 2026 [ OCR ] Top Document Automation Tools for MGAs: A Technical Review Jun 24, 2026 [ OCR ] Healthcare OCR Tools: The Best AI Document Processing for Medical Records in 2026 May 30, 2026 [ OCR ] [ +1 ] LlamaParse vs. Nanonets: Which Document AI Platform Is Right for You? May 30, 2026 [ OCR ] [ +1 ] Best Alte…

Services iOS Document Scanning SDK Zero Data Retention Document Processing Zapier PDF OCR Automation Xero OCR Invoice Scanning Work Order OCR Word OCR PDF To Word Wire Transfer Form OCR Warranty Deed OCR W-9 Form OCR W-4 Form OCR W-2 Form OCR Visa OCR Veterinary Medical Records OCR Vendor Agreement OCR Vehicle Registration OCR Vaccine Card OCR Utility Bill OCR Underwriting OCR UCC Financing Statement OCR Typescript Document Parser Trust Document OCR Trade Confirmation OCR Title Insurance OCR Timesheet OCR Text Parsing Software Term Sheet OCR Tenant Application Form OCR Tax Transcript OCR Tax Statement OCR Tax Return OCR Table Extraction API Supply Request Form OCR Subpoena OCR Structured Outputs API Statement Of Work OCR Social Security Card OCR Smart Document Extraction Schema Shipping Request Form OCR Shipping Label OCR Sharepoint Document Extraction SharePoint OCR PDF Extraction Settlement Agreement OCR Separation Agreement OCR Schedule C OCR Scanned Document Automation Software Scan Receipts OCR Salesforce OCR PDF Extraction Sales Order OCR Sage OCR Invoice Scanning SOAP Note OCR S-1 Filing OCR Royalty Statement OCR Resume Data Extraction Resale Certificate OCR Rent Roll OCR Re…

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Glossary A B C D E F G H I J K L M N O P Q R S T U V W X Y Z A ABBYY FineReader Accessible Document Formats Accessible PDF Compliance Accident Report Extraction Accounts Payable Automation Active Learning For OCR Active Review Learning Loops Actuarial Document Analysis Adaptive Thresholding Adverse Media Screening Agentic Document Parsing Agentic Document Processing Agentic Document Workflows Agentic OCR Agentic OCR Document Parsing AI Data Annotation Document Processing AI Document Copilots AI Document Parser Benchmark AI Document Processing AI OCR Models AI Vision Models Amazon Textract AML (Anti-Money Laundering) Annotation For Document AI Annotation Guidelines For OCR Annotation Interfaces Api-First Document Processing Archival Document Restoration Assisted Data Entry Attention Mechanisms In Vision Models Audit-Ready Document Workflows Auto-Cropping Documents Automated Accessibility Tagging Automated Reporting From Documents Autonomous Document Agents Autonomous Workflow Execution B Bank Statement Extraction Barcode Recognition Batch Document Processing Bertical Text Recognition Bill Of Materials Extraction Blurred Text Recognition Bold And Italic Detection Bounding Box Broker …

Privacy Notice Last Updated: Aug 24, 2026 Welcome to LlamaIndex—a data framework for building large language model applications. This Privacy Notice explains how LlamaIndex Inc. (“LlamaIndex,” “we,” “our,” or “us”) collects, uses, discloses, and otherwise processes personal data. This Privacy Notice does not address our privacy practices relating to LlamaIndex job applicants, employees and other employment-related individuals, nor data that is not subject to applicable data protection laws (such as de-identified or publicly available information). This Privacy Notice is also not a contract and does not create any legal rights or obligations not otherwise provided by law. Our Role in Processing Personal Data Data protection laws sometimes differentiate between “controllers” and “processors” of personal data. A “controller” determines the purposes and means (the why and how) of processing personal data. A “processor,” which is sometimes referred to as a “service provider,” processes personal data on behalf of a controller subject to the controller’s instructions. This Privacy Notice describes our privacy practices where we are acting as the controller of personal data. However, this …

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[ Customer support ] Build document agents for customer support LlamaIndex helps support teams build agents over FAQs, knowledge bases, policies, tickets, and product manuals — delivering instant, accurate answers and reducing support costs. Contact sales Sign up (function(){const animationData = {"assets":[{"id":"5","layers":[{"ind":4,"ty":4,"parent":3,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty":"tr","o":{"a":0,"k":100}}]},{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":1},"s":{"a":0,"k":[183,276]}},{"ty":"st","c":{"a":0,"k":[1,1,1]},"lc":1,"lj":1,"ml":10,"o":{"a":0,"k":100},"w":{"a":0,"k":0.75}},{"ty":"fl","c":{"a":0,"k":[1,0.741,0.455]},"o":{"a":0,"k":100}},{"ty":"tr","o":{"a":0,"k":100}}]}]},{"ind":3,"ty":3,"ks":{"p":{"a":0,"k":[1,1]}},"ip":0,"op":241,"st":0}]},{"id":"10","layers":[{"ind":9,"ty":4,"parent":8,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{…

Sept 16, 2025 LlamaParse One Year Later: The Complete Document Automation Platform

Topics All Engineering Newsletter Product Guides Open Source Ecosystem Insights Case Study Company +-3 more Get a weekly roundup of the latest news and insights on the world of LLMs and word on the newest features of the LlamaIndex libraries. (function(){const formId = "a6a96312-801f-417d-9c77-e8b8803785e3"; const targetId = "hubspotForm-a6a96312-801f-417d-9c77-e8b8803785e3"; const randomId = "9mn1x1"; hbspt.forms.create({ portalId: "48755185", formId, region: "na1", target: `#${targetId + randomId}`, }); })(); Introducing ExtractBench: The Most Comprehensive Benchmark for Data Extraction from Enterprise Documents ExtractBench is an open benchmark for enterprise document extraction. It scores 14 systems on 370 documents across long filings, scans, and handwriting, measuring completeness, accuracy, grounding, and cost per page. Aug 11, 2026 Topics All All Engineering Newsletter Product Guides Open Source Ecosystem Insights Case Study Company Clear search Search blog posts OCR for KYC: Why Standard Text Extraction Falls Short of Compliance Requirements Mortgage Document Automation: Transforming Loan Processing Income Verification API: How to Automate Document-Based Income Checks at S…

LlamaIndex Brand Guidelines Guidelines for representing the LlamaIndex brand with clarity and consistency Download brand assets Brand Name “LlamaIndex” is always written as a single word with a capital “L” and “I.” It serves as the brand name for both our company and product (not “LlamaIndex app” or variations). When referencing specific features or releases, please capitalize them as proper nouns (e.g., “LlamaParse”). Logo LlamaIndex The LlamaIndex logo features a gradient llama icon in a rounded square with "LlamaIndex" in clean sans-serif typography. The rainbow gradient reflects our broad appeal across developer and enterprise audiences, while the bold typeface conveys technical professionalism. Use the LlamaIndex wordmark whenever space allows, as it carries stronger brand recognition. For tight layouts or logo-only displays, the LlamaIndex logomark is a concise way to refer to LlamaIndex. Use with good judgment for your audience. Ensure ample space around all LlamaIndex assets to maintain clarity and impact. Whether scaling up or down, allow them to breathe—avoid making them feel cramped or cluttered. LlamaParse, Workflows, and LlamaIndex LlamaParse, Workflows, and LlamaIndex…

Help Build the Future of Automating Knowledge Work View open roles 28K 118K 280K 50K !(function () { if (!window.UnicornStudio) { window.UnicornStudio = { isInitialized: !1 }; var i = document.createElement("script"); (((i.src = "https://cdn.jsdelivr.net/gh/hiunicornstudio/[email protected]/dist/unicornStudio.umd.js"), (i.defer = true), (i.async = true)), (i.onload = function () { window.UnicornStudio.isInitialized || (UnicornStudio.init(), (window.UnicornStudio.isInitialized = !0)); }), (document.head || document.body).appendChild(i)); } })(); Why Join Us? Why Join Us? 01 Impactful Mission Build innovative AI products that redefine how knowledge is accessed and utilized 02 Collaborative Team Work with passionate individuals pushing the boundaries of technology 03 Incredible Reach Ground-floor opportunity to be at the center of the AI revolution, building tools used by millions worldwide Health & Wellness Competitive base salary & equity compensation Flexible PTO to recharge and rest Medical, dental, and vision for you & your family Daily catered lunches & snacks in the office Benefits & Perks Beautiful, easily accessible office in San Francisco Generous equipment allowance …

[ Financial due diligence ] Build document agents for financial due diligence LlamaIndex helps investment and audit teams parse contracts, financial statements, and compliance docs — accelerating diligence and reducing risk. Contact sales Sign up (function(){const animationData = {"assets":[{"id":"5","layers":[{"ind":4,"ty":4,"parent":3,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty":"tr","o":{"a":0,"k":100}}]},{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":1},"s":{"a":0,"k":[183,276]}},{"ty":"st","c":{"a":0,"k":[1,1,1]},"lc":1,"lj":1,"ml":10,"o":{"a":0,"k":100},"w":{"a":0,"k":0.75}},{"ty":"fl","c":{"a":0,"k":[1,0.933,0.02]},"o":{"a":0,"k":100}},{"ty":"tr","o":{"a":0,"k":100}}]}]},{"ind":3,"ty":3,"ks":{"p":{"a":0,"k":[1,1]}},"ip":0,"op":241,"st":0}]},{"id":"10","layers":[{"ind":9,"ty":4,"parent":8,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty…

[ Invoice Processing ] Build document agents for invoice processing LlamaIndex helps finance and ops teams parse invoices, extract data, and automate workflows — reducing manual entry and accelerating payments. Contact sales Sign up (function(){const animationData = {"assets":[{"id":"5","layers":[{"ind":4,"ty":4,"parent":3,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty":"tr","o":{"a":0,"k":100}}]},{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":1},"s":{"a":0,"k":[183,276]}},{"ty":"st","c":{"a":0,"k":[1,1,1]},"lc":1,"lj":1,"ml":10,"o":{"a":0,"k":100},"w":{"a":0,"k":0.75}},{"ty":"fl","c":{"a":0,"k":[1,0.871,0.729]},"o":{"a":0,"k":100}},{"ty":"tr","o":{"a":0,"k":100}}]}]},{"ind":3,"ty":3,"ks":{"p":{"a":0,"k":[1,1]}},"ip":0,"op":241,"st":0}]},{"id":"10","layers":[{"ind":9,"ty":4,"parent":8,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty":"tr","o":{"…

[ Technical Document Search ] Build document agents for technical document search LlamaIndex helps engineering and R&D teams build agents over specs, SOPs, and manuals — enabling instant, accurate answers from complex technical docs. Contact sales Sign up (function(){const animationData = {"assets":[{"id":"5","layers":[{"ind":4,"ty":4,"parent":3,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0,"k":0}},{"ty":"tr","o":{"a":0,"k":100}}]},{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":1},"s":{"a":0,"k":[183,276]}},{"ty":"st","c":{"a":0,"k":[1,1,1]},"lc":1,"lj":1,"ml":10,"o":{"a":0,"k":100},"w":{"a":0,"k":0.75}},{"ty":"fl","c":{"a":0,"k":[0.98,0.961,0.659]},"o":{"a":0,"k":100}},{"ty":"tr","o":{"a":0,"k":100}}]}]},{"ind":3,"ty":3,"ks":{"p":{"a":0,"k":[1,1]}},"ip":0,"op":241,"st":0}]},{"id":"10","layers":[{"ind":9,"ty":4,"parent":8,"ks":{},"ip":0,"op":241,"st":0,"shapes":[{"ty":"gr","it":[{"ty":"rc","p":{"a":0,"k":[91.5,138]},"r":{"a":0,"k":0},"s":{"a":0,"k":[183.75,276.75]}},{"ty":"fl","c":{"a":0,"k":[0,0,0,0]},"o":{"a":0…

Let’s build something amazing together Join leading organizations that automate document ingestion with LlamaParse, the agentic document processing platform. Schedule a tailored demo with our team to discover how LlamaParse can transform your document workflows. Industry-leading accuracy for document OCR, information extraction, and indexing. Trusted outputs with page-level citations, confidence scores, and bounding boxes for human-in-the-loop review. Balance cost and accuracy by auto-selecting the best parsing settings with our cost optimizer mode. Power end-to-end automation with LlamaAgents our low-code builder for developing and deploying document agents from natural language. Compliance Open Source For questions about Open Source, join our Discord Community or browse our Resource Center for support and resources.

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Choose the LlamaParse plan for your team Flexible Plans for All Your Document Ingestion Needs. Empower Your Workflows with LlamaIndex. US Europe Free $0 /month Get started Includes 10K credits Upgrade to starter for Pay-as-you-go credits 100 users Basic support Join thousands of users Starter $50 /month Get started Includes 40K credits Pay-as-you-go up to 400K credits 100 users Basic support Pro $500 /month Join the pros Includes 400k credits Limited-time bonus: 800k credits ($1,000), one-time* Pay-as-you-go up to $5,000/mo 100 users Priority Slack support * Business email domains only. Unused bonus credits expire immediately if you downgrade. Enterprise Custom Talk to sales Volume discount on credits 5x higher rate limits Enterprise SSO SaaS or Hybrid cloud deployment Dedicated account manager Are you a startup? Apply to our startup program for free credits, dedicated support, community spotlights and more. Credit Pricing & Usage The LlamaIndex platform operates on a credit-based system, where each action—such as parsing, indexing, or extracting—costs a certain number of credits. 1,000 credits = $1.25. Read more Pricing Compare plans Plan Free Starter Pro Enterprise Credits & Bill…

Shaping the Future of AI with LlamaIndex Discover how leading teams use LlamaIndex to unlock the potential of their data and build groundbreaking AI solutions “We explored more rigid graph-based frameworks. But it was LlamaIndex’s event-driven workflows and full control over state transitions that won us over.” Read case study “We rebuilt our entire architecture to move beyond simple RAG. LlamaParse gives us confidence that every file a creator uploads becomes usable, trusted training data.” Read case study “Customers tell us our document parsing is ‘really, really good’—and that’s in large part thanks to LlamaParse.” Read case study All Video Text Pathwork Automates Information Extraction from Medical Records and Underwriting Guidelines with LlamaParse Pathwork is transforming life insurance with AI automation that streamlines underwriting, documentation, and carrier operations. By integrating LlamaIndex, it scaled document processing 8×—boosting accuracy, reliability, and speed across 40,000 pages weekly. Read case study How NTT DATA Transforms Enterprise Document Parsing with LlamaIndex NTT DATA uses LlamaIndex to power enterprise document parsing and Retrieval-Augmented Generat…