Question-analyzer

Built a NLP based Deep-Learning model for multi-classification of question categories (what, when, who, affirmaton, unknown) and also developed a web-application using flask.

The classifier is deployed in the Heroku application with the help of gunicorn a WSGI HTTP Server for UNIX.

https://question-analyzer.herokuapp.com/index

Setting up in Local Machine

Step-1

Open a terminal, clone the Question-analyzer repository and go into the directory using the command cd.

git clone https://github.com/sherwin7/Question-analyzer.git

cd Question-analyzer

Step-2

Check python-3 is installed then install pip manager for python-3 and install virtual environment.

#Checking python is installed
python3 --version 

#Installing pip manager
sudo apt install python3-pip

#Checking pip is installed for python3
pip3 --version

#Installing virtual environment
sudo pip3 install virtualenv

Step-3

Setting up virtual environment.

#Creating virtual environment
virtualenv -p python3 venv

#Activating the virtual environment venv
source venv/bin/activate

Step-4

Now we have to install all the dependencies using pip in our virtual environment from requirements.txt. Check requirements.txt to know what are all the dependencies used.

pip3 install -r requirements.txt

Step-5

Now we are going to run our application in our localhost

python app.py

Step-6

Open your browser and go to localhost:5000/index we can see our application running in the localhost.

http://127.0.0.1:5000/index

Demo