himangshu1086 / chatbot-medicus Goto Github PK

https://chatbot-medicus.herokuapp.com/ It will provide the information about the disease, it's cause, symptoms, diagnosis, treatment, and precautions needs to be taken etc. Used Azure Web App for deployment from github repository. The project starts with data extraction using selenium Webdriver in python. After that the data is dump into json file. Create intent for the dataset and built a model for intent classification. Used SVM classifier which provide an accuracy score of 87%. Based on the intent, using cosine similarity find the most similar query and output the answer form the cleaned dataset.

Home Page: https://chatbot-medicus.azurewebsites.net/