Spaces:
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# Dash + Hugging Face Demo
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This is a demo application showcasing how to use Dash with Hugging Face models deployed on Hugging Face Spaces using Docker.
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## Features
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- **Sentiment Analysis**: Analyze the sentiment of text using a pre-trained model
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- **Text Generation**: Generate text based on prompts using GPT-2
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- **Interactive Visualizations**: View sentiment analysis results with Plotly charts
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- **Responsive Design**: Bootstrap-based UI that works on all devices
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## Models Used
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- Sentiment Analysis: `cardiffnlp/twitter-roberta-base-sentiment-latest`
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- Text Generation: `gpt2`
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## Local Development
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1. Clone this repository
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2. Install dependencies: `pip install -r requirements.txt`
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3. Run the app: `python app.py`
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4. Open your browser to `http://localhost:7860`
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## Deployment on Hugging Face Spaces
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This app is configured to run on Hugging Face Spaces using Docker:
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1. The Dockerfile sets up the Python environment
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2. Port 7860 is exposed (required by HF Spaces)
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3. Models are loaded automatically when the container starts
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## File Structure
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```
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βββ app.py # Main Dash application
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βββ requirements.txt # Python dependencies
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βββ Dockerfile # Docker configuration
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βββ README.md # This file
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```
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## Configuration
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The app automatically detects when running on Hugging Face Spaces and configures itself accordingly. No additional setup is required.
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