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--- |
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title: FastAPI with Hugging Face |
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emoji: 🤗 |
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colorFrom: blue |
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colorTo: green |
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sdk: docker |
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pinned: false |
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--- |
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# FastAPI with Hugging Face Transformers |
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This Space provides a FastAPI-based API for text processing using Hugging Face Transformers. |
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## Features |
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- **Sentiment Analysis**: Analyze the sentiment of text |
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- **Text Generation**: Generate text based on prompts |
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- **RESTful API**: Clean API endpoints with automatic documentation |
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## API Endpoints |
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- `GET /` - Health check |
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- `POST /sentiment` - Sentiment analysis |
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- `POST /generate` - Text generation |
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- `GET /models` - Available models info |
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- `GET /docs` - API documentation (Swagger UI) |
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## Usage |
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### Sentiment Analysis |
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```bash |
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curl -X POST "https://your-space-name.hf.space/sentiment" \ |
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-H "Content-Type: application/json" \ |
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-d '{"text": "I love this product!"}' |
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``` |
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### Text Generation |
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```bash |
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curl -X POST "https://your-space-name.hf.space/generate" \ |
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-H "Content-Type: application/json" \ |
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-d '{"text": "Once upon a time", "max_length": 50}' |
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``` |
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## Interactive Documentation |
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Visit `https://your-space-name.hf.space/docs` for interactive API documentation. |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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