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Firecrawl

RAG Frameworks · 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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Unstructured

RAG Frameworks· unstructured.io

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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Product evaluation

Review Firecrawl for your team’s requirements before a technical pilot.

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Freemium

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Validate integration, deployment and operational requirements in your own environment.

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Security, data handling, support and contract terms require vendor confirmation. Linked sources do not establish certification or approval.

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Documentation and setup for builders and coding agents.

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The product profile is ready. Official docs, README snippets, and the AI paste pack are loading in the background.

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Open source
Crawl4AI logo
Crawl4AI

RAG Frameworks· crawl4ai.com

Open source

Open-source crawling and extraction framework for feeding RAG and agent pipelines with markdown, structured data, and browser-backed collection flows.

86,804
9,047
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.

194,215
14,611
Open source
DSPy logo
DSPy

RAG Frameworks· dspy.ai

Open source

Python framework for programming and optimizing LLM systems with structured signatures, modules, teleprompters, RAG pipelines, and agents.

38,910
3,481
Open source
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Python

Detected in linked setup sources

pip
pip install firecrawl
Docs:Official DocsGitHubWebsite