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Crawl4AI

RAG Frameworks · Open source

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

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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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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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DSPy

RAG Frameworks· dspy.ai

Open source

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

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Instructor

RAG Frameworks· python.useinstructor.com

Open source

Structured-output library that adds validation, retries, and typed extraction across LLM providers and multiple languages.

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