CHATBOT

Additional links

• Documentation
• Video Link

Project

(Three Modules delivered using Flask app)

General COVID information based chatbot

• Trained 2 models ( Sequential neural network containing dense layers and LSTM based sequential model ) on combined data from scraped WHO site and general chatbot dataset using Tensorflow

Lung X-ray analyzer chatbot

• Implemented AutoML using Autokeras to find the best model for image classification of lung X-rays

Statistics based chatbot

• Scraping COVID-19 data from a Web-API and using Cosine Similarity to provide reliable statistics

Models used

• Model 1
• Model 2
• Image classification model and metrics

General chatbot responses examples

Model 1 Model 2 Stats

Set up

• Clone the repo
• Create a virtual environment and activate it \

python -m venv venv

source venv/bin/activate

• Install requirements.txt
• Run:

python app.py

• Access the app at : http://localhost:5000/