Posts

All the articles I've posted.

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

  Updated: 1 Sep, 2025

  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.

• You too can run the Vidore Benchmark with less than 32GB of GPU VRAM

  21 Aug, 2025

  Quick, practical notes to run the Vidore benchmark smoothly on a single 32GB GPU: dtype, batch size, and common OOM fixes.

• ColQwen2.5 FastAPI Integration

  11 Aug, 2025

  A little-script to create a FastAPI server for ColQwen2.5

• Audio RAG with ColQwen2.5-Omni

  16 Jul, 2025

  An audio RAG system that processes video URLs and answers questions about their content using ColQwen2.5-Omni and OpenAI audio

• The Most Beautiful RAG: Starring Colnomic, Qdrant, Minio and Friends

  Updated: 7 Jul, 2025

  Introducing the first project in my little-scripts monorepo - A simple, yet beautiful RAG implementation using Colnomic, Qdrant and Nomic