LlamaParse
New
Extract tables, charts, and complex layouts from PDFs that break every other parser. Purpose-built for high-quality RAG ingestion.
Developer Tools
★ 4.5(3,700 reviews)freemiumOverview
LlamaParse is LlamaIndex's document parsing service that extracts complex PDFs — including tables, charts, and layouts — into clean, structured formats ideal for RAG, with natural-language parsing instructions.
Key Features
- Complex PDF/table parsing
- Natural-language parse instructions
- Outputs markdown/JSON
- Tight LlamaIndex integration
Pros
- • Excellent on messy PDFs
- • Easy RAG integration
- • Free daily tier
Cons
- • Cloud-based (data leaves machine)
- • Costs at high volume
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