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Terms of Service Last Updated: Jun 7, 2024 These Terms of Service (these "Terms") describe the terms and conditions by which you may access and/or use the website(s), including http://llamaindex.ai/, http://cloud.llamaindex.ai/, and any successor URL(s) (the "Sites"), and any and all related software, documentation, and online, mobile-enabled, and/or digital services (collectively, including the Sites and the Apps, the "Service") provided by LlamaIndex, Inc. (including its successors and assigns, "LlamaIndex" "we," "our," or "us"). By accessing and/or using the Service, or by clicking a button or checking a box marked "I Agree" (or something similar), you signify that you have read, understood, and agree to be bound by these Terms, and you acknowledge that you have read and understood our Privacy Notice, as further described in Section 8.1 (Privacy). We reserve the right to modify these Terms, and we will provide notice of material changes as described below. These Terms apply to all visitors and users of the Service, and to all others who access the Service (collectively, "Users," and, as applicable to you, "you" or "your"). PLEASE READ THESE TERMS CAREFULLY TO ENSURE THAT YOU UND…

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…

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…

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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 …

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

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 …

[ 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…

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

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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[ 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":{"…

[ 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":{…

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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 …

[ From the team behind LlamaParse ] 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. Get started View on GitHub Try the browser demo npm i -g @llamaindex/liteparselit parse anything.pdf Fully open-source Fast local processing All major formats Bounding box output How it works How LiteParse works? 01 Input Drop in any document: PDF, DOCX, PPTX, XLSX, or image. LiteParse auto-detects the format and selects the right parsing strategy. 02 Text Parsing + OCR A hybrid approach: structure embedded text from files, fall back to traditional OCR for scanned regions. Both run locally, no API calls, no data leaving your machine. 03 AI Ready Output Get clean JSON with every text element tagged by position, bounding boxes included. Ready for AI agents, citations, or downstream tasks. One tool, every format Stop juggling different parsers One command handles PDFs, Office documents, images, and more. Same interface, same structured output, every time. Precise spatial output Know exactly where every element lives Every parsed element comes with precise bounding box coor…

Index powers agents with searchable knowledge bases Make your data ready for retrieval with intelligent chunking and embedding to ensure accuracy at scale Contact sales Try for free 1B+ Documents processed 25M+ package downloads a month 300k+ LlamaParse users Why Index Ensure data is ready for high-quality retrieval Durable data pipelines Leverage connectors to popular data sources and destinations with incremental syncs to keep data fresh Embedding model choice Flexibly define your favorite embedding model or use our recommended settings Advanced retrieval Ensure high-accuracy and context relevance for an efficient and accurate knowledge system Multimodal indexing Index text and images for high accuracy retrieval across modalities Test and evaluate Test and evaluate you index with OTEL and other integrations Context-aware agents Use indexed data for downstream workflow automation with AI agents Designed for developers. Documented for clarity Live notebooks + examples UI API TypeScript SDK Python SDK document.querySelector("#clarity-typescript");document.querySelector("#clarity-api");document.querySelector("#clarity-notebooks");document.querySelector("#clarity-ui");document.querySe…

[ Engineering & R&D ] Build internal agents that understand your docs — and your engineering logic. Contact sales Sign up Accelerate product timelines by 80% with faster R&D and technical understanding Challenge Your technical docs are the key to your competitive edge. And they’re underused. Difficult to understand complex multi-modal text and diagrams Difficulty onboarding new engineers quickly Long lead times to find past designs, diagrams, research Contact sales Sign up Data Clarity Solution Find, understand, and reason over your internal technical content Create search agents over internal tech specs, SOPs, PRDs Build agents that summarize or compare architecture docs Summarize earnings call transcripts Answer engineering questions from internal knowledge Extract components, formulas, metadata from unstructured files Contact sales Sign up Data Chaos Clarity use cases Agents for every technical use case Contact sales Sign up 01 R&D assistant Summarizes prior research and experimental results 02 System design navigator Answers architecture questions across teams 03 Technical spec comparator Diffs spec versions with clear changes 04 Engineering knowledge base searcher Searches int…

[ Administrative Operations ] From manual review to intelligent automation — in minutes. Contact sales Sign up Eliminate manual processes and unlock 80% more time for higher order tasks. Challenge Your operations team is drowning in unstructured documents Time-intensive invoice matching and routing Human error in repetitive form data entry Missed deadlines due to slow approvals Friction between tools and document sources Contact sales Sign up Data Clarity Solution Intelligent automation for every document-based task Parse invoices and match to vendors Route HR onboarding forms to the right approvers Extract dates and obligations from contracts Monitor policy updates and regulatory documents Flag incomplete or inconsistent form submissions Contact sales Sign up Data Chaos Clarity use cases Agents tailored to your admin workflows Contact sales Sign up 01 Invoice evaluator Extracts amount, due date, vendor ID; routes for approval 02 Contract data agent Flags renewal dates, payment terms, and redlines 03 Form processor Extracts fields from scanned PDFs and verifies completeness 04 Policy document agent Compare updates and highlights deltas 05 Employee onboarding assistant Tracks doc su…

[ Financial Analyst ] From earnings calls to annual reports — meet your first financial research agent. Contact sales Sign up Stay ahead of the market—make faster strategic decisions with 80% less research time. Challenge Analysts face more data than ever — and less time to act on it. Analyzing individual earnings reports and investor decks Slow comparisons across companies and timeframes Risk of missing signals in dense financial documents Inconsistent extraction of KPIs, targets, and trends Contact sales Sign up Data Clarity Solution Extract insights. Answer questions. Act faster. Parse financial PDFs with high accuracy Extract structured metrics and KPIs (e.g. revenue, FCF, guidance) Summarize earnings call transcripts Compare historical performance Build custom agents for coverage, reporting, and anomaly detection Contact sales Sign up Data Chaos Clarity use cases Agents built for analyst workflows Contact sales Sign up 01 Due diligence research Review public filings and information at scale to identify potential risk factors 02 Investor deck analysis Pulls valuation multiples, metrics, and strategy points 03 10-K/10-Q summarizer Effortlessly analyze complex reports at record s…