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README.md
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##
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##
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This project is licensed under the MIT License - see the LICENSE file for details.
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---
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title: Nomic MCP Tool
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emoji: 🗂️
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colorFrom: indigo
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colorTo: pink
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sdk: gradio
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sdk_version: "5.26.0"
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app_file: app.py
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pinned: false
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---
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# Nomic Vision Embedding Model
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This project provides a Gradio interface for the [nomic-ai/nomic-embed-vision-v1.5](https://huggingface.co/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.
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## Features
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- Generate embeddings for images using the nomic-ai/nomic-embed-vision-v1.5 model
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- Simple and intuitive Gradio web interface
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- Support for various image formats
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## How It Works
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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.
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## Deployment
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This application is designed to be deployed on Huggingface Spaces. To deploy:
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1. Create a new Space on Huggingface Spaces with the Gradio SDK
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2. Upload these files to your Space
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3. The Space will automatically build and deploy the application
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## Local Development
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To run this application locally:
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1. Clone this repository
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2. Install the dependencies: `pip install -r requirements.txt`
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3. Run the application: `python app.py`
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4. Open your browser at http://localhost:7860
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## Requirements
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- Python 3.7+
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- Gradio 4.19.0+
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- Transformers
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- PyTorch
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- Pillow
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- NumPy
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- Requests
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## License
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This project is licensed under the MIT License - see the LICENSE file for details.
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