Doc Rag

Docs Markdown Rag Ready Crawler

devwithbobby/docs-markdown-rag-ready-crawler

Turn any documentation site or website into clean, structured markdown—ready for RAG, embeddings, and AI agents.

Docs To Rag

gabrielaxy/docs-to-rag

Transform documentation websites into RAG-ready chunks with semantic understanding, quality scoring, and direct vector database integration.

Rag Architect

ai_solutionist/rag-architect

Transform any website into vector-store-ready knowledge chunks for Pinecone, Weaviate, LangChain, LlamaIndex, Supabase, n8n & more. AI-generated Q&A pairs, smart chunking, PII scrubbing. Build hallucination-free RAG chatbots in minutes.

Context Layer

evertools/context-layer

Transforms documentation sites into a clean, structured context layer for AI systems—handling crawling, extraction, intelligent chunking, and optional enrichment for RAG, fine-tuning, and semantic search.

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.

Docs to Markdown + AI Embeddings → Vector DB Crawler

badruddeen/docs-to-markdown-ai-embeddings---vector-db-crawler

Turn any documentation site into clean Markdown, intelligently chunked content with embeddings (Azure/OpenAI), and directly upsert into MongoDB Atlas, Pinecone, Weaviate, Qdrant, or Milvus — ready for RAG, AI assistants, and semantic search in minutes.

URL to Markdown (JustHTML) - Clean Markdown Extractor

macheta/justhtml-link-to-markdown

Convert webpages to clean Markdown for RAG and archiving. Uses JustHTML and supports optional Cloudflare/Turnstile bypass plus CSS selector extraction.

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.

Compliance-Grade Web Intelligence for AI Agents

ai_solutionist/compliance-web-intel

The scraper AI agents trust. Extract grounded facts with citations, entities, claims & RAG chunks. Built for LangChain, LlamaIndex, AutoGPT. Quality scoring, auto-citations, 6 task modes.

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.