Tag: vector-search

All the articles with the tag "vector-search".

• Implementing Spatially-Grounded Document Retrieval via Patch-to-Region Propagation

  2 Dec, 2025

  A deep dive into my recent research on spatially-grounded document retrieval using ColPali models and OCR bounding boxes, enabling precise region-level retrieval during inference time and without additional training.

• Snappy: Your Vision Retrieval Buddy!

  27 Oct, 2025

  How Snappy evolved from the nextjs-fastapi-colpali template into a vision-first document retrieval system

• 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.

• 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

• Mapping Worlds into Graphs with Qdrant, Neo4j, RF-DETR, BLIP-2 and Kung Fu

  29 Apr, 2025

  Diving deeper into the GraphRAG rabbit hole, I explore how to transform real-world video data into knowledge graphs using RF-DETR for object detection and BLIP-2 for intelligent entity description - setting the foundation for context-aware retrieval systems.