Automatic Long Answer Evaluation Model- It allows users to input a question and a model answer, alongside student responses. The model meticulously grades the provided answers by comparing them to the model answer, leveraging advanced techniques such as sentiment analysis, word embeddings, and context matching.
Make sure that you have python version 3.11.5
Step 1: Create virtual environment,activate it and install requirements, by executing the following commands in the terminal:
python -m venv myenv
myenv\Scripts\activate
pip install -r requirements.txt
Step 2: Make sure that your main python file is named as "app.py"
Step 3: Run the "save_model.ipynb" and make sure that you have selected your 'myenv' as kernel and install the necessary package i.e, ipykernel
To run the application write the following command in the terminal
python app.py
then go to port "http://127.0.0.1:5000" for running the application in the localserver
*In addition to this project we are have created a viva checker version of the system that automatically conducts and evaluates viva Q&A also we are working on a plagarism checker and a code checker addon to our system and that is to come soon as it is in testing phase....