Create README.md

README.md

@@ -1,13 +1,107 @@
 ---
-title: Disease Symptom Prediction
-emoji: 📊
-colorFrom: indigo
-colorTo: green
-sdk: gradio
-sdk_version: 5.36.2
-app_file: app.py
-pinned: false
 license: mit
 ---
+# 🧠 Disease Symptom Prediction AI
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+![Python](https://img.shields.io/badge/python-3.10+-blue.svg)
+![License](https://img.shields.io/github/license/matesoft2033/disease-symptom-predictor-ai)
+![Issues](https://img.shields.io/github/issues/matesoft2033/disease-symptom-predictor-ai)
+
+AI-powered tool that predicts possible diseases based on symptoms using a trained machine learning model and provides chatbot-style suggestions.
+
+---
+
+## 📁 Project Structure
+
+```
+disease-symptom-prediction/
+├── data/               # Excel dataset (not uploaded)
+│   └── README.md       # Instructions for downloading from Kaggle
+│
+├── src/                # Source code
+│   ├── data_preprocessing.py   # Cleans & prepares dataset
+│   ├── model.py                # Trains and saves the ML model
+│   ├── predict.py              # Predicts disease from symptoms
+│   └── chatbot.py              # Symptom-checker chatbot logic
+│
+├── app/                # App interface
+│   └── gradio_app.py   # Gradio-based web UI
+│
+├── models/             # Trained model files
+│   └── rf_model.pkl
+│
+├── notebooks/          # Jupyter notebooks for analysis
+│   ├── 1_data_exploration.ipynb
+│   ├── 2_preprocessing_test.ipynb
+│   └── 3_model_testing.ipynb
+│
+├── requirements.txt    # Python dependencies
+├── .gitignore
+└── README.md
+```
+
+---
+
+## ⚙️ Installation
+
+### 1. Clone the repository
+
+```bash
+git clone https://github.com/your-username/disease-symptom-prediction.git
+cd disease-symptom-prediction
+```
+
+### 2. Create virtual environment (optional but recommended)
+
+```bash
+python -m venv venv
+source venv/bin/activate   # On Windows: venv\Scripts\activate
+```
+
+### 3. Install dependencies
+
+```bash
+pip install -r requirements.txt
+```
+
+---
+
+## 🚀 Run the App
+
+```bash
+python app/gradio_app.py
+```
+
+The app will start locally and you can open it in your browser at `http://localhost:7860`.
+
+---
+
+## 🤖 Features
+
+- ✅ Predict disease from symptoms
+- 🧠 Trained on structured healthcare dataset
+- 💬 Chatbot-style health advice
+- 🖥️ User-friendly Gradio interface
+
+---
+
+<details>
+<summary>📦 Dataset Note (Click to expand)</summary>
+
+We use a healthcare dataset available on [Kaggle](https://www.kaggle.com/). Due to licensing, it is not uploaded in this repo. Please download it manually and place it in the `data/` directory.
+
+</details>
+
+---
+
+## 🪪 License
+
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
+
+---
+
+## 🙏 Credits
+
+Created by [Mate](https://github.com/your-username) — feel free to fork, star, or contribute.
+
+---