colpali

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

Scalable Multi-modal RAG platform

Vision-Augmented Retrieval and Generation (VARAG) - Vision first RAG Engine

Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. ????

Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

LitePali is a minimal, efficient implementation of ColPali for image retrieval and indexing, optimized for cloud deployment.

A new novel multi-modality (Vision) RAG architecture

REST API for computing cross-modal similarity between images and text using the ColPaLI vision-language model

ColQwen2 local Vespa DB deploy and feed and Open-Webui retrieval function