Docs To Rag

Tech Docs to LLM-Ready Markdown

hedelka/tech-docs-scraper

Scrapes technical documentation sites (Docusaurus, GitBook, MkDocs, ReadTheDocs) and converts them to clean, structured Markdown for RAG pipelines, LLM training, and AI assistants. Automatically detects documentation framework and removes navigation elements.

RAG Web Browser

apify/rag-web-browser

Web browser for OpenAI Assistants, RAG pipelines, or AI agents, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages, and returns their content as Markdown for further processing by an LLM. It can also scrape individual URLs.

RAG Spider - Web to Markdown Crawler for AI Training Data

lenient_grove/RAG-Spider

Enterprise-grade web crawler that converts messy websites into clean, chunked Markdown for AI systems. Uses Mozilla Readability for 95% cleaner extraction than competitors. Outputs RAG-ready data with metadata and token estimates. Perfect for building knowledge bases and training AI chatbots.

RAG Markdown Cleaner

cooldev/rag-markdown-cleaner

Transform web pages into RAG-ready Markdown with smart chunking, metadata, code detection & quality scoring. Production-tested deduplication. Fully open-source (Apache 2.0)—review code, contribute, or self-host. Turn messy HTML into embedding-ready knowledge instantly.

Rag Knowledge Graph Builder

cspnair/rag-knowledge-graph-builder

Transform websites into RAG-ready datasets. Crawls pages, chunks content into semantic segments (500-1000 tokens), and generates hypothetical questions for each chunk. No API key needed with native mode. Output: pre-indexed JSON optimized for AI retrieval with 3x better accuracy than raw text.

RAG Pipeline Data Collector

scraper_guru/rag-pipeline-data-collector

AI-ready web content extraction for RAG systems, LLMs, and AI agents. Single-page or multi-page scraping with parallel processing.

Universal RAG Web Scraper

express_kingfisher/rag-web-scraper

Turn any website into clean, LLM-ready Markdown. Automatically strips ads, navigation, and noise using Mozilla Readability. Perfect for feeding data to ChatGPT, Claude, or Vector Databases (RAG).

RAG Knowledge Loader

botflowtech/rag-knowledge-loader

RAG Knowledge Loader

GitHub Documentation Extractor (Agentic)

himanshi1rana/github-docs-intelligence

An agentic AI actor that automatically extracts and analyzes documentation from GitHub repositories to help developers understand projects faster.

Website Content Crawler

apify/website-content-crawler

Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.

Pinecone Integration

apify/pinecone-integration

This integration transfers data from Apify Actors to a Pinecone and is a good starting point for a question-answering, search, or RAG use case.