AlignAI: AI Physiotherapist for Stroke Patients

AlignAI is an advanced AI-driven physiotherapy solution designed to assist stroke patients in their rehabilitation journey. The system combines cutting-edge machine learning models, real-time exercise monitoring, and a user-friendly chatbot interface to deliver personalized guidance and progress tracking.

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Features

• Interactive Chatbot: Provides answers to stroke rehabilitation-related queries using the LLaMA 3.1 405b model.
• Exercise Monitoring: Tracks patient rehabilitation exercises in real-time using Mediapipe and OpenCV.
• Resource Retrieval: Fetches the latest books and guidelines on stroke recovery from a Qdrant vector database.

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Setup

1. Clone the repo: Open terminal and run following command:

   git clone https://github.com/MUHAMMAD-FARMAN/AlignAI
   cd AlignAI

2. Install Dependencies:
   Navigate to the respective folders and install dependencies:

   pip install -r chatbot/requirements.txt
   pip install -r backend/requirements.txt

3. Run the Chatbot Module: Navigate to the chatbot folder in your project directory. Execute the following command to launch the chatbot interface using Gradio:

gradio app.py

This will start the chatbot application, allowing users to interact with the physiotherapy system.

4. Run the Backend Module: Navigate to the backend folder in your project directory. Start the backend server using Flask with the following command:

flask run

The backend handles API requests and database interactions.

5. Launch the User Interface: Open the landing_page folder in your project directory. Locate the index.html file and open it in your web browser. Hurray! The Project is Running

Demo Video:

You can watch the demo video here: AlignAI.mp4