| ---
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| title: Emoji Predictor API
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| emoji: 😄
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| colorFrom: blue
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| colorTo: purple
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| sdk: docker
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| pinned: false
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| license: mit
|
| ---
|
|
|
| # 🎯 Emoji Predictor API
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|
|
| Predict the appropriate emoji for any English sentence using LSTM deep learning model.
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|
|
| ## 🚀 API Endpoints
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|
|
| ### Health Check
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| ```
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| GET /
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| GET /health
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| ```
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|
|
| ### Predict Single Text
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| ```
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| POST /predict
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| Content-Type: application/json
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|
|
| {
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| "text": "I love you"
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| }
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| ```
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|
|
| **Response:**
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| ```json
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| {
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| "text": "I love you",
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| "emoji": "❤️",
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| "emoji_meaning": "love",
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| "confidence": 0.95,
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| "all_predictions": {
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| "❤️": {"probability": 0.95, "meaning": "love"},
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| "⚾": {"probability": 0.01, "meaning": "sports"},
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| "😄": {"probability": 0.02, "meaning": "happy"},
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| "😞": {"probability": 0.01, "meaning": "sad"},
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| "🍴": {"probability": 0.01, "meaning": "food"}
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| }
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| }
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| ```
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|
|
| ### Predict Batch
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| ```
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| POST /predict/batch
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| Content-Type: application/json
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|
|
| ["I love you", "I am hungry", "Let's play baseball"]
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| ```
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|
|
| ## 📊 Supported Emojis
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|
|
| | Emoji | Meaning |
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| |-------|---------|
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| | ❤️ | Love |
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| | ⚾ | Sports |
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| | 😄 | Happy |
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| | 😞 | Sad |
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| | 🍴 | Food |
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|
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| ## 🔧 Technology Stack
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|
|
| - FastAPI
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| - TensorFlow/Keras
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| - LSTM Neural Network
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| - GloVe Word Embeddings
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|
|
