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3 tools selected
Unstructured
Turn PDFs and messy files into clean, chunked data ready for RAG and agents
Toolora score89Open source
Free open-source library; …
LlamaIndex
Parse messy PDFs into clean text and tables agents can actually use
Toolora score90Free tier
Free
Firecrawl
Turn websites into clean markdown and structured data for RAG and agents
Toolora score88Free tier
Free tier
| Spec | Unstructured | LlamaIndex | Firecrawl |
|---|---|---|---|
| Category | AI Tools | AI Tools | AI Tools |
| Pricing | Free open-source library; paid platform and enterprise | Free + LlamaCloud paid | Free tier + paid scrape credits and team plans |
| Toolora score | 89/100 | 90/100 | 88/100 |
| Best for | rag, documents, etl, genai | rag, ocr, documents, agents | scraping, rag, markdown, agents |
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