Watch the demo video to understand how the AI Healthcare Assistant works:
demo.mp4
This project is a submission for the Excelerate CodeMaster Solo's Competition (2025).
https://4excelerate.org
Won 3rd Place in the Competition.
Problem: Mental health issues are often overlooked due to stigma or lack of awareness.
Solution: Build an AI-powered mental health assistant that uses NLP to analyze user input and detect signs of stress, anxiety, or depression. It could provide helpful resources, suggest mindfulness activities, or even escalate severe cases to a trusted contact or hotline.
Features:
- Chat interface for users to express feelings.
- Sentiment analysis and mood tracking.
- Personalized activity recommendations based on mental state.
- Weekly progress reports.
- Innovation: Integrate gamification (e.g., users earn points for completing mindfulness tasks) to encourage usage.
The AI will also be able to tap into the logging data, to personize your chat experience. What this means is, when you log some data in the app, you will then be able to ask the AI things like: "What activities have I done today?" Or "Rate the activities that I did from 1-10, in a list".
Currently, this app is being powered by AI (Ollama), that is being hosted by me. But this service will be stopped after some time. To continue using this app, follow these instructions:
- First, go to https://ollama.com and download the latest version for your OS.
- Then, Run this Command in your Terminal:
ollama pull qwen2.5:3b
- Start Ollama.
- Then, Create a Python Virtual Env. Follow these Commands:
git clone https://github.com/PranavVerma-droid/AI-Healthcarecd AI-Healthcarepython3 -m venv venvvenv/Scripts/Activate.ps1
- After that is done, install the dependencies:
pip install -r requirements.txt
- Replace the Server URL in config.py:
- Open the file, replace
https://ollama.pranavv.co.inwithhttp://localhost:11434.
- Open the file, replace
- Then, just run the app:
cd src && py main.py