This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-start initialization and RL training to incentivize reas…

Vision infrastructure to turn complex documents into RAG/LLM-ready data

Document Artifical Intelligence

A Curated List of Awesome Table Structure Recognition (TSR) Research. Including models, papers, datasets and codes. Continuously updating.

➖ Stripped down, stable version of firecrawl optimized for self-hosting and ease of contribution. Billing logic and AI features are completely removed. Crawl and convert any website into LLM-ready …

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

A neural network library for Swift

All-in-one platform for search, recommendations, RAG, and analytics offered via API