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Unstructured

RAG Frameworks · Freemium

Document processing and ingestion platform for turning PDFs, HTML, Office files, and enterprise content into clean data for RAG pipelines.

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Firecrawl

RAG Frameworks· firecrawl.dev

Freemium

Web data API and open-source crawling stack for turning sites into clean markdown, structured data, and agent-ready content for RAG and automation pipelines.

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Open source
Microsoft MarkItDown logo
Microsoft MarkItDown

RAG Frameworks· github.com

Open source

Microsoft MarkItDown is an open-source document conversion tool that turns files and office documents into Markdown for LLM, RAG, and text-analysis pipelines.

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DataChain

RAG Frameworks· datachain.ai

Open source

Versioned context layer for unstructured AI datasets across object storage, built for document and multimodal pipelines.

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Docling

RAG Frameworks· docling-project.github.io

Open source

IBM-backed document conversion toolkit for preparing PDFs and complex documents for generative AI and RAG pipelines.

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Shell

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pip
pip install "unstructured[all-docs]"
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