metadata

title: Visual Image
emoji: ⚡
colorFrom: green
colorTo: blue
sdk: docker
pinned: false

Visual Image Search

A powerful image search application using CLIP embeddings and Qdrant vector database. Search for images using natural language descriptions or upload similar images to find matches.

Features

🔍 Text-to-Image Search: Search images using natural language descriptions
🖼️ Image-to-Image Search: Upload an image to find similar images
🌐 URL Search: Search using image URLs
📁 Folder Management: Index and manage multiple image folders
⚡ Real-time Updates: WebSocket support for live indexing progress
🎯 Advanced AI: Powered by OpenAI's CLIP model for semantic understanding

How to Use

Add Folders: Click "Add Folder" to index your image directories
Search by Text: Type descriptions like "a red car" or "sunset over mountains"
Search by Image: Upload an image to find similar ones in your collection
Browse Results: View thumbnails and original images

Technology Stack

Backend: FastAPI, Python
AI Model: OpenAI CLIP for image-text embeddings
Vector Database: Qdrant for similarity search
Image Processing: PIL/Pillow
Frontend: HTML, CSS, JavaScript with real-time WebSocket updates

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference