AI-Powered Image Search with CLIP, pgvector, and Fast API

TL;DR

I built an image search engine that allows a user to find images in a database based on their content using natural language.

It's:

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  Fast. Images are searched using a vector database inside Postgres. In the demo you can search tens of thousands of images instantly with no fine-tuning and minimal hardware. No GPUs required.


• 
  Plug-and-play. You can easily configure it to connect to your own AWS S3 bucket.


• 
  Lightweight. There's no fluff or custom logic making it easy …

ai ai-powered api clip database demo fastapi fine-tuning image images image search inside language machinelearning natural natural language pgvector postgres search search engine vector vector database vectordatabase