Tag: embeddings

All the articles with the tag "embeddings".

• 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.

• 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

• A brief analysis on RAG with Pinecone Serverless and Unstructured.io

  Updated: 9 Feb, 2024

  In this article, I provide a brief analysis on the performance of a RAG model using Pinecone Serverless and Unstructured.io, and the streaming chat experience. This analysis was done using a Next.js based template named [Titanium](https://github.com/athrael-soju/Titanium), which already incorporates several advanced Generative AI features.