LlamaIndex
LlamaIndex offers LlamaParse and LiteParse for AI-powered document parsing, OCR, and workflow automation.
LlamaIndex
AI document parsing and OCR for workflows
What is LlamaIndex?
How to use LlamaIndex?
- 1Get started with the cloud product or review the open-source LiteParse option
- 2Upload documents such as PDFs, Office files, images, or scans
- 3Choose parsing, extraction, classification, or indexing settings as needed
- 4Run OCR and structured extraction to convert content into clean outputs
- 5Integrate the results into AI workflows, retrieval systems, or document agents
LlamaIndex Key Features
- Agentic OCR for layout-aware document parsing
- Structured extraction with defined schemas
- Support for handwritten text, tables, charts, and complex layouts
- Document splitting, classification, indexing, and retrieval
- Open-source local parsing with LiteParse
- Bounding box output for document structure
- Enterprise security, uptime, and deployment options
LlamaIndex Use Cases
- Invoice and document processing automation
- RAG and retrieval pipelines for enterprise documents
- Extracting data from forms, reports, and scans
- Reading handwritten notes and irregular layouts
- Building multi-step document agents
- Replacing legacy IDP workflows
LlamaIndex Pricing & Free Credits
LlamaIndex currently operates on a Free, Freemium, Custom Pricing model.
LlamaIndex Pros & Cons
Pros
- Strong support for complex layouts, tables, charts, and handwritten text
- Offers both cloud and local open-source parsing options
- Built for structured extraction and AI workflow integration
- Enterprise-focused features like security, uptime, and deployment flexibility
Cons
- Pricing beyond the free plan is not fully listed publicly
- Best results may require setup and configuration for specific workflows
- Primarily focused on document parsing rather than general-purpose AI
What is LlamaIndex best for?
- Teams building document AI and RAG pipelines
- Enterprises automating OCR and data extraction
- Developers needing structured outputs from unstructured files
- Organizations modernizing document processing workflows
LlamaIndex FAQ
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