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title: Visual Product Search
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.36.0
python_version: "3.10"
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
```python
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](https://huggingface.co/jinaai/jina-clip-v2) - a multilingual multimodal embedding model.
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