Colpali

Published on
28 October 2025
Snappy: Your Vision Retrieval Buddy!
rag retrieval-augmented-generation vision multimodal colpali qdrant minio fastapi python vector-search nextjs frontend document-retrieval
How Snappy evolved from the nextjs-fastapi-colpali template into a vision-first document retrieval system
Published on
22 August 2025
You too can run the Vidore Benchmark with less than 32GB of GPU VRAM
vidore benchmark colpali rag gpu-poor pytorch mteb
Quick, practical notes to run the Vidore benchmark smoothly on a single 32GB GPU: dtype, batch size, and common OOM fixes.
Published on
15 August 2025
The Most Beautiful RAG: Starring ColPali, Qdrant, Minio and Friends
rag retrieval-augmented-generation vision multimodal colpali qdrant minio fastapi python vector-search nextjs frontend binary-quantization
An end-to-end, page-level Vision RAG template with ColPali-style embeddings, Qdrant multivector retrieval (with optional binary quantization), and MinIO-backed storage — dockerized and API-first.
Published on
3 July 2025
The Most Beautiful RAG: Starring Colnomic, Qdrant, Minio and Friends
rag retrieval-augmented-generation qdrant vector-search colbert late-interaction llm python little-scripts embeddings semantic-search colpali colnomic
Introducing the first project in my little-scripts monorepo - A simple, yet beautiful RAG implementation using Colnomic, Qdrant and Nomic

Snappy: Your Vision Retrieval Buddy!