| ---
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| title: Book Semantic Search
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| emoji: 📚
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| colorFrom: blue
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| colorTo: purple
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| sdk: gradio
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| sdk_version: 5.47.2
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| app_file: app.py
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| pinned: false
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| license: mit
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| ---
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|
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| # Book Semantic Search 📚
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|
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| A semantic search application for discovering books based on emotional tone and themes.
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|
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| ## Features
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|
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| - 🔍 **Semantic Search**: Find books using natural language queries
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| - 😊 **Emotion-based Filtering**: Filter by emotional tones (Suspenseful, Sad, Romantic, etc.)
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| - 📑 **Category Filtering**: Browse by book categories
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| - 🎯 **Smart Recommendations**: Get personalized book recommendations based on content similarity
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|
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| ## How to Use
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|
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| 1. **Enter Your Query**: Describe what kind of book you're looking for
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| 2. **Select Tone** (Optional): Choose an emotional tone to narrow results
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| 3. **Select Category** (Optional): Filter by book category
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| 4. **Get Recommendations**: Click submit to see your personalized book recommendations
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|
|
| ## Technology Stack
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| - **Frontend**: Gradio
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| - **Backend**: Python
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| - **Search**: Semantic similarity using embeddings
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| - **Data**: Curated book dataset with emotional tone annotations
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|
|
| ## Local Development
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| ```bash
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| # Install dependencies
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| pip install -r requirements.txt
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|
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| # Run the app
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| python app.py |
