shehabshalan / case-based-reasoning-recommender

Case Based Reaoner For Recommending Covid-19 Policies

Our case-based reasoner provides policy recommendations related to Covid-19, such as lockdown, mask, and vaccine policies. The system is built using FastAPI and React. The reasoner allows decision-makers to create cases, view them, and submit queries, which are processed by the backend API. The API returns policy recommendations and the top three most similar cases by utilizing a Postgres database, which stores the cases. The frontend is served through the backend, creating a seamless user experience. Overall, our system is designed to help decision-makers make informed choices about Covid-19 policies with ease.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

You will need to have python 3 and postgres server installed on your machine.

Installing

Backend

To install the project, clone the repository and run the following command in the project directory:

• Create a virtual environment

python -m venv venv

• Activate virtual environment

./venv/Scripts/activate

• Install requirements

pip install -r requirements.txt

Client

• Navigate to client directory

cd client

• Install npm packages

npm install

• Build the project

npm run build

DB and env setup

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Create a empty database with any suitable name. Edit the .env.example with your db credentials.

Running the project

To run the project, run the following command in the project directory:

uvicorn main:app --reload

Test the project by going to http://localhost:8000/ in your browser.

Built With

• FastAPI - backend
• React - frontend

Author

• Sudan Upadhaya - sudan94
• Shehab Shalan - shehabshalan

License

This project is licensed under the MIT License.