README.md

metadata

title: Visual Product Search
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

Visual Product Search API

AI-powered visual search using Jina CLIP v2 embeddings.

Features

• Upload an image to find visually similar products
• Uses Jina CLIP v2 for state-of-the-art image embeddings
• Queries Pinecone vector database for similarity search

API Usage

from gradio_client import Client

client = Client("YOUR_USERNAME/visual-search")
result = client.predict(
    "path/to/image.jpg",
    api_name="/predict"
)
print(result)

Setup

Set these secrets in HuggingFace Space settings:

• PINECONE_API_KEY: Your Pinecone API key
• PINECONE_HOST: Your Pinecone index host (without https://)

Model

Uses jinaai/jina-clip-v2 - a multilingual multimodal embedding model.