🌟 Overview

ArtVision AI is a sophisticated art search engine that uses AI to analyze and find visually similar artworks. It combines:

• LLaVA (hosted on Cloudflare Workers AI) for image understanding

• BGE embeddings (hosted on Cloudflare Workers AI) for semantic search

• Vector databases (Cloudflare Vectorize) for efficient similarity matching

• LLM explanations (Llama-3 hosted on Cloudflare Workers AI) for intuitive results

📚 API Endpoints

Endpoint Method Description /embed POST Upload and analyze artwork /search POST Search for similar artworks /clear POST Clear the vector database

🚀 Deployment

1. Set up Cloudflare Workers:

npm install -g wrangler
npx wrangler login

2. Make your vector indices via the command line to use the Cloudflare Vectorize vector database

npx wrangler vectorize create art-vector-index --dimensions=768 --metric=cosine

3. Configure AI bindings in wrangler.jsonc

"ai": {
		"binding": "AI"
	},
	"vectorize": [
    {
      "binding": "VECTORIZE",
      "index_name": "art-vector-index"
    }
  ]

4. Deploy! 🚀

npx wrangler deploy