LlamaIndex 推出开源本地文档解析工具 LiteParse
Developers
LlamaIndex 发布开源文档解析工具 LiteParse，可在本地解析 PDF、Office 文档和图片，无需云端、不消耗 LLM token，支持所有主流格式并输出边界框。其 LlamaParse 服务已处理超 10 亿份文档，月下载量超 2500 万次，用户超 30 万，免费版每月提供 10,000 积分（约 1000 页）。
Parse and Extract your complex documents at the Pareto frontier of cost and accuracy: 4x cheaper than frontier labs, 5x more accurate than other APIs
- Try for Free
- 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
How it works
/ /
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
Benchmark
01
LlamaParse
LlamaParse powers enterprise-grade document automation with industry-best parsing, extraction, indexing, and retrieval — optimized for accuracy, configurability, and scalability.
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.
Use cases
Context for AI Agents
Enable LLMs to read complex documents with human-level precision.
Replace legacy IDP
Modernize document processing without custom templates.
Multi-step document agents
Build durable agents that automate knowledge work.
Finance
From financial research and due diligence to automated invoice processing, leading banks, hedge funds, and fintechs are transforming workflows with AI.
Insurance
Risk and protection leaders are turning unstructured data into action—streamlining underwriting, audits, and claim proccessing.
Manufacturing
Leading manufacturers are using AI to extract insights from specs, manuals, and inspection reports—faster and more accurately.
Healthcare
From medical records and handwritten doctor notes to insurance claims, healthcare providers are using AI to streamline clinical and administrative workflows.
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.
Built for teams running production-grade AI with reliability, security, and control at scale.
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
“LlamaParse simplifies parsing complex documents which is crucial for end-to-end AI development.”
“We benchmarked LlamaParse against everything else we could find. It had the most reliable output and cleanest formatting—especially for our most difficult content.”
“LlamaParse stands out as the premier solution for parsing complex documents in enterprise agent pipelines.”
来源：LlamaIndex：产品、工程与评测 · llamaindex.ai