Binary-quantization

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 gradio vector-search nextjs frontend binary-quantization
An end-to-end, page-level Vision RAG template with ColPali-style embeddings, optional Next.js frontend, Qdrant multivector retrieval (with optional binary quantization), and MinIO-backed storage — dockerized, API-first, and optionally UI-powered.

The Most Beautiful RAG: Starring ColPali, Qdrant, Minio and Friends