LlamaExtract
Extracts structured data from complex documents using custom schemas, with field-level confidence scores and citations back to source.
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What it does
- Document extraction
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- Pricing
- Description
- What it does
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Official documentation · 14 Sep 2026
'LlamaExtract is part of LlamaParse... includes three main components: Parse, Extract, and Index.'
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Also from LlamaIndex
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LlamaParse API service
Document parsing for LLM pipelines: layout-aware, agentic extraction that turns PDFs, contracts and forms into structured text a retrieval system can index, with an LLM or VLM reading the page when basic parsing is not enough.
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LlamaIndex Index Data service
The indexing half of LlamaCloud: intelligent chunking and embedding that turns parsed documents into a searchable knowledge base for agents.
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LiteParse Developer tool
LlamaIndex's open-source document parser, published on GitHub for teams that want parsing in their own process rather than through LlamaCloud.
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LlamaIndex Developer tool
The open-source framework the company is named for: SDKs for building context-aware agents over a company's own data, with Workflows for orchestration.
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