LlamaIndex · 索引內容

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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 …

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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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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…

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

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…

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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[ 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…

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.

[ 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…

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…

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…

Parse transforms messy documents into AI-ready data at scale Turn even the most complex layouts, tables, charts, handwriting, checkboxes, and images into clean markdown Contact sales Try for free 1B+ Documents processed 25M+ package downloads a month 300k+ LlamaParse users Why LlamaParse Best-in-class accuracy with support for 90+ formats Layout-aware Understand complex structures like headers, footers, and split sections Multimodal parsing Go beyond text to process context from charts, tables, and images Granular control Different parsing modes to optimize for the right balance of cost and accuracy Scalable Process millions of pages to meet the needs of enterprise-grade workflows Multilingual support Out-of-the-box compatibility for over 100+ languages, across continents Enterprise-ready Support for local cloud deployment, more users, higher concurrency, and dedicated customer success Supported formats Works with any document. Solves for every workflow. Contact sales Sign up 01 Technical documentation 02 Scientific papers 03 Invoices 04 Insurance claims 05 Healthcare forms 06 Multi-page scanned PDFs Designed for developers. Documented for clarity Live notebooks + examples UI API T…

Jan 27, 2025 Revolutionizing Medical Insurance Analysis with Agentic claim estimation