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title: DoctorAi Offline | |
emoji: 🐠 | |
colorFrom: blue | |
colorTo: pink | |
sdk: gradio | |
sdk_version: 5.1.0 | |
app_file: app.py | |
pinned: false | |
short_description: DoctorAi That Helps You With The Injury and Other, Offline | |
# Doctor AI - Offline Medical Chatbot | |
## Overview | |
Doctor AI is an **offline chatbot** designed to answer medical-related questions. It utilizes a pre-trained deep learning model for natural language understanding and **works completely offline**. No internet connection is required once it's set up. | |
## Features | |
- Ask Doctor AI about injuries, symptoms, and other health-related topics. | |
- **Fully offline functionality**. | |
- Based on a custom-trained deep learning model. | |
## Setup | |
### Requirements | |
- Python 3.x | |
- TensorFlow 2.x | |
- Gradio for the user interface | |
### Steps to Run Locally | |
1. **Clone the Repository**: | |
```bash | |
git clone <your-repo-url> | |
cd doctor-ai-offline | |
``` | |
2. **Install Dependencies**: | |
Make sure all necessary Python packages are installed by running: | |
```bash | |
pip install -r requirements.txt | |
``` | |
3. **Download the Model**: | |
Ensure the trained model (`doctor_ai_model.h5`) is in the same folder as the code, or update the `model_path` in `app.py` to point to the correct location. | |
4. **Run the Application**: | |
```bash | |
python app.py | |
``` | |
5. Open the Gradio interface and start chatting with Doctor AI. **This chatbot works completely offline.** | |
## Model Information | |
The chatbot model was trained on a medical QA dataset and uses TensorFlow for inference. It is designed to work entirely offline once the model is loaded. | |