SETUP:

1. Install required dependencies to run this project

   • Creating virtual environment is optional
     • create virtual environment: python -m venv venv
     • activate it : source venv/bin/activate

2. INSTALL DEPEDENCIES : pip install -r requirements.txt

3. After setting up : you can run it using python app.py

4. you may need to wait for a while for output.

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Future scope:

1. Initially I was mean't to connnect a healthband's data to the AGENT. But connecting a healthband api would limit our requests but more importantly, it won't give us edge-case data. so I'm using dummy dataset of healthband data.

2. With further enhancements we can also implement:

   1. Predictive Healthcare Alerts for Chronic Patients:

      • Tracks trends in blood pressure, heart rate, and respiration for early risk detection.
      • Alerts users or healthcare providers if vitals show worrying patterns.
      • Assists in managing conditions like hypertension, sleep apnea, and diabetes.

   2. Early Detection of Heart Diseases:

      • Uses ECG and AFib detection to identify irregular heart rhythms.
      • Monitors blood pressure fluctuations and correlates with stress levels.
      • Predicts potential cardiovascular risks using AI-based predictive models.