Update README.md

README.md

@@ -9,5 +9,65 @@ app_file: app.py
 pinned: false
 license: mit
 ---
+# AI Teaching Assistant Model
 
+This repository contains an innovative AI model designed to assist in programming education through multi-modal learning approaches.
+
+## Features
+
+- Code understanding and concept identification
+- Contextual explanation generation
+- Automatic practice problem generation
+- Difficulty level estimation
+- Interactive learning suggestions
+
+## Installation
+
+1. Clone this repository:
+```bash
+git clone https://github.com/yourusername/ai-teaching-assistant.git
+cd ai-teaching-assistant
+```
+
+2. Install dependencies:
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+```python
+from model import CodeTeachingAssistant
+
+# Initialize model
+model = CodeTeachingAssistant()
+
+# Generate explanation for code
+code_snippet = """
+def fibonacci(n):
+    if n <= 1:
+        return n
+    return fibonacci(n-1) + fibonacci(n-2)
+"""
+explanation = model.generate_explanation(code_snippet)
+
+# Generate practice problem
+problem = model.generate_practice_problem("recursion", "intermediate")
+```
+
+## Training
+
+To train the model on your own dataset:
+
+```bash
+python train.py --data_path /path/to/data --num_epochs 10
+```
+
+## Contributing
+
+Contributions are welcome! Please read our contributing guidelines before submitting a pull request.
+
+## License
+
+This project is licensed under the MIT License - see the LICENSE file for details.
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