LlamaIndex
LlamaIndex provides an open-source agent application framework for development and offers an enterprise platform for document OCR, parsing, extraction, and indexing.
Who it is for: Developers building agent applications; enterprise platform teams needing document OCR, parsing, extraction, or indexing capabilities
Core capabilities
- Complex Document Parsing: Process complex layouts, text, charts, and tables using semantic understanding and task-specific agents, with recursive checking and automatic correction loops.
- Multi-type Document Support: Supports over 50 types of unstructured file formats, including embedded images, complex layouts, multi-page tables, and handwritten notes.
- Schema-based Structured Extraction: Convert unstructured content into structured insights based on schema without training.
- Indexing, Retrieval, and RAG Pipeline: Provide splitting, embedding, indexing, and retrieval-oriented RAG pipeline.
- Open-source Framework and Customizable API: Provide an open-source framework for building agent applications; high-level APIs support data ingestion and querying with 5 lines of code, while low-level APIs allow module expansion.
Pricing
Verified that the LlamaParse free plan includes 10,000 credits per month, approximately 1,000 pages, with sign-up and contact sales entry points; pricing for paid plans has not been verified.
Updated 2026-08-18