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---

title: Emoji Predictor API
emoji: 😄
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit
---


# 🎯 Emoji Predictor API

Predict the appropriate emoji for any English sentence using LSTM deep learning model.

## 🚀 API Endpoints

### Health Check
```

GET /

GET /health

```

### Predict Single Text
```

POST /predict

Content-Type: application/json



{

    "text": "I love you"

}

```

**Response:**
```json

{

    "text": "I love you",

    "emoji": "❤️",

    "emoji_meaning": "love",

    "confidence": 0.95,

    "all_predictions": {

        "❤️": {"probability": 0.95, "meaning": "love"},

        "⚾": {"probability": 0.01, "meaning": "sports"},

        "😄": {"probability": 0.02, "meaning": "happy"},

        "😞": {"probability": 0.01, "meaning": "sad"},

        "🍴": {"probability": 0.01, "meaning": "food"}

    }

}

```

### Predict Batch
```

POST /predict/batch

Content-Type: application/json



["I love you", "I am hungry", "Let's play baseball"]

```

## 📊 Supported Emojis

| Emoji | Meaning |
|-------|---------|
| ❤️ | Love |
| ⚾ | Sports |
| 😄 | Happy |
| 😞 | Sad |
| 🍴 | Food |

## 🔧 Technology Stack

- FastAPI
- TensorFlow/Keras
- LSTM Neural Network
- GloVe Word Embeddings