README.md

---
license: mit
---

# Innovative AI Model: 10 Concepts

This repository contains an innovative AI model that merges 10 different concepts to showcase the power and versatility of modern AI. Each concept is implemented as a separate Python script, and a unified interface is provided to run them.

## Concepts

1.  **Multimodal Classification:** Classifies an image based on a text description.
2.  **Music Generation:** Generates a simple music sequence.
3.  **Sentiment Analysis:** Analyzes the sentiment of a given text.
4.  **Chatbot:** A simple conversational chatbot.
5.  **Reasoning:** Answers a question based on a given context.
6.  **Model Interpretability:** Explains the prediction of a text classification model using LIME.
7.  **Emotional Text-to-Speech:** Generates speech from text with a simulated emotion.
8.  **Adaptive Soundtrack:** Generates a music sequence with a mood based on the sentiment of the input text.
9.  **Agentic AI:** An agent that analyzes the sentiment of a text and reads it aloud with the corresponding emotion.
10. **Medical Imaging Analysis:** Classifies a medical image.

## How to Use

To use the model, first install the required dependencies:

```bash
pip install -r requirements.txt
```

Then, run the `main.py` script with the concept number you want to try:

```bash
python main.py <concept_number>
```

For example, to run the sentiment analysis concept, use the following command:

```bash
python main.py 3
```