README.md

metadata

title: Nomic MCP Tool
emoji: 🗂️
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 5.30.0
app_file: app.py
pinned: false

Nomic Vision Embedding Model

This project provides a Gradio interface for the nomic-ai/nomic-embed-vision-v1.5 image embedding model. It allows you to upload images and generate embeddings that can be used for various computer vision tasks.

Features

• Generate embeddings for images using the nomic-ai/nomic-embed-vision-v1.5 model
• Simple and intuitive Gradio web interface
• Support for various image formats

How It Works

The application uses the Hugging Face Transformers library to load the nomic-ai/nomic-embed-vision-v1.5 model and generate embeddings for uploaded images. The embeddings are high-dimensional vector representations of the images that capture their semantic content.

Deployment

This application is designed to be deployed on Huggingface Spaces. To deploy:

1. Create a new Space on Huggingface Spaces with the Gradio SDK
2. Upload these files to your Space
3. The Space will automatically build and deploy the application

Local Development

To run this application locally:

1. Clone this repository
2. Install the dependencies: pip install -r requirements.txt
3. Run the application: python app.py
4. Open your browser at http://localhost:7860

Requirements

• Python 3.7+
• Gradio 4.19.0+
• Transformers
• PyTorch
• Pillow
• NumPy
• Requests

License

This project is licensed under the MIT License - see the LICENSE file for details.