illuin-tech/colpali

Colivara is a suite of services that allows you to store, search, and retrieve documents based on their visual embedding. ColiVara has state of the art retrieval performance on both text and visual documents. using vision models instead of chunking and text-processing for documents. No OCR, no text extraction, no broken tables, or missing images.

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

A Unified Toolkit for Deep Learning Based Document Image Analysis

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Visual Causal Flow

Contexts Optical Compression

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

[ECCV 2024] Official code implementation of Vary: Scaling Up the Vision Vocabulary of Large Vision Language Models.

MonkeyOCRv2 Vision Encoder — A Document-Native Visual Backbone