Data Extraction

Data Scraping

• LLM Data Scrapers list

Web Scraping

• Firecrawl: API to turn websites into LLM-ready markdown or structured data (can be self-hosted)
• Crawl4AI: Crawl Smarter, Faster, Freely. For AI.
• ScrapeGraphAI: You Only Scrape Once: web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.)
• pipet: A swiss-army tool for scraping and extracting data from online assets
• ScrapeGraphAI: You Only Scrape Once
• Scrapling: Undetectable, Lightning-Fast, and Adaptive Web Scraping for Python
• sitefetch: Fetch entire site into text file (to be used with AIs)
• LLM Scraper: Turn webpage into structured data using LLMs
• Trafilatura: Discover and Extract Text Data on the Web

llms.txt Generator

• files-to-prompt: Concatenate directory of files into a single prompt
• llms.txt Generator

llms.txt Generator (Online)

• Firecrawl LLMs.txt generator (online tool)
• Jina AI Reader: Convert any URL to an LLM-friendly input with a prefix: https://r.jina.ai/

Headless Browser (scrape & automate)

• Lightpanda Browser

Code & Github

• GitIngest: Turn any GitHub repository into a prompt-friendly text file, for inclusion in LLM's context. Available at: gitingest.com
• repomix: Packs your entire repository into a single, AI-friendly file
• github.gg: For analyzing GitHub repositories and providing valuable insights about code quality, dependencies, and more
• Flatty - Codebase-to-Text for LLMs
• CodeWeaver: Generate a Markdown Document of Your Codebase Structure and Content
• RepoToTextForLLMs

Media Files

• Cobalt
• You-Get: Web video downloader tool

Document Parsing

• Docling: converts multiple formats (PDF, DOCX, PPTX, Images, HTML) into Markdown and JSON
• Microsoft Markitdown: converts various formats (PDF, Word, Excel, PPT) to Markdown (available via web interface on replit)
• e2m: Everything to Markdown (doc, docx, epub, html, htm, url, pdf, ppt, pptx, mp3, and m4a)
• Nvidia NV-ingest (code) scalable, performance-oriented document content and metadata extraction microservice
• MegaParse: Your Parser for every type of documents (pdf, powerpoint, word)
• Rowfill: Open-source document processing; extract, analyze, and process data from complex documents, images, PDFs and more with AI
• Zerox: PDF to markdown vision model (OCR)
• LlamaParse (example use for multimodal parsing)
• Marker: PDFs and images to markdown

PDF Conversion

• Grobid (use online)
• Chunkr (code)
• PDF-Extract-Kit
• Gemini 2.0
• marker: converts PDFs and images to markdown, JSON, and HTML
• olmOCR (online demo, code, hf)

PDF Language Translation

• PDFMathTranslate (online demo)

Structured Data Extraction

• Unstract: Intelligent Document Processing (IDP): No-code LLM Platform to structure unstructured documents

Screenshot

• Microsoft OmniParser: Screen Parsing tool for Pure Vision Based GUI Agent

Optical character recognition (OCR)

• General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model (project, code, demo)
• Swift OCR: LLM Powered Fast OCR
• Ollama OCR
• surya
• Mistral OCR