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covbot

A virtual assistant powered by RASA 3.0 which provides information on COVID-19 and real-time statistics of COVID-19 around the globe.

Instructions to run:

  1. Create virtual environment using python3 -m venv ./venv
  2. Activate the environment using source ./venv/bin/activate
  3. Download all the dependencies as mentioned in requirement.txt
  4. Clone this repository in your local machine using gh repo clone ankdeshm/covbot
  5. Train the model using rasa train
  6. Activate the action server in another terminal using rasa run actions
  7. Now run the bot in terminal using rasa shell

Process to open database file:

  1. Go to venv directory and on terminal type sqlite3
  2. Open the databse file using .open "cov.db"
  3. View the table using SELECT * FROM my_info;

Coversation Flows:

Story 1:

  • intent: greet

    • hey

    • hello

    • hi

    • hello there

    • good morning

    • good evening

    • moin

    • hey there

    • let's go

    • hey dude

    • goodmorning

    • goodevening

    • good afternoon

    • action: utter_greet - Hey! I am Cov-Bot. I can provide information on COVID-19 and COVID-related statistics. Please your first name?

    • intent: first_name - Ankita - Jorjeta - Amanbeer - Aman

    • action: utter_homestate - May I know your home state?

    • intent: home_state - My home state is California - California (Name of any of the 50 states should work)

    • action: action_save_homestate - Would you like me to save your name and home state?

    • intent: storedatabase - yes I want to store my information - yes store my current information - yes store info - yes dump the info - save my info - store my data - yes you may store - yes you can save

Bot saves the informarmation in the databse. User can check the updated databse to verify.

  • action: utter_homestats

    • Would you like to know the COVID-19 stats of {homestate}?

  • intent: affirm

    • yes
    • y
    • indeed
    • of course
    • that sounds good
    • correct

  • action: utter_intro

    • What would you like to know about COVID-19, {firstname}?

  • action: utter_choice

      1. Information 2.Statistics

  • intent: option_stats

    • 2
    • stats
    • Statistics
    • option 2

  • action: utter_stats_options

    • Would you like to know 1. Global Statistics 2.Contrywise Statistics 3. US Statewise Statistics

  • intent: option_global

    • global
    • World
    • world
    • total
    • overall

Bot displays global statistics.

  • action: utter_country_stats

    • Which country's COVID-19 statistics would you like to know?

  • intent: countrywise_stats

    • India
    • Germany
    • France
    • Canada
    • China

    Bot displays contry-related statistics.

  • action: utter_statename

    • Please enter the US state name for which you want to know the COVID-19 statistics.

  • intent: corona_state

    • I want to know about Alabama (Name of any of the 50 states should work)

Bot displays US-statewise statistics.

  • action: utter_questions
    • I can answer your question related to COVID-19 provided by WHO. What questions would you like to ask?

After this user can ask any of the following questions to Cov-bot in any order.

  • intent: what_is_corona

    • I wanna know about corona virus?
    • tell me something about corona virus
    • what is coronavirus?
    • what is corona virus?
    • what is corona?
    • what is COVID-19?
    • what is this corona virus which everyone is worried about?

  • intent: symptoms

    • What are the symptoms of it?
    • what are its symptoms
    • how to verify that i am suffering from coronavirus
    • any specific symptoms
    • What are the symptoms of COVID-19?

  • intent: concern

    • Is it a matter of concern?
    • Is it a serious issue?
    • Is this a major cause?

  • intent: who_at_risk

    • Who is most at risk of severe illness from COVID-19?
    • which age group is at higher risk?
    • Who has higher risk?

  • intent: long_term_effects

    • Are there long-term effects of COVID-19?
    • What are the long term effects of COVID-19?
    • Any long term effects?

  • intent: prevention

    • how to prevent ourselves from getting in contact with corona virus?
    • What are the steps to prevent ourselves from getting in contact with coronavirus?
    • Can you tell me how should I protect myself?

  • intent: when_test

    • When should I get a test for COVID-19?
    • when test
    • When shall I get tested?
    • When to test?

  • intent: which_tests

    • which tests
    • What test should I get to see if I have COVID-19?
    • Which tests shall I get done?

  • intent: past_covid

    • I want to find out if I had COVID-19 in the past, what test could I take?
    • covid in past
    • How to know if I ever had COVID?
    • Did I have corona ever?

  • intent: Vaccination

    • Is there any vaccine available for it?
    • What about the vaccination?
    • what medicine should I use If I got infected with coronavirus?
    • What are the vaccines available for COVID-19?

  • intent: incubation

    • What is the incubation period for COVID-19?
    • What is the incubation period for it?
    • Is there any incubation period for it?
    • How long does it take to develop symptoms?

  • intent: treatment

    • Are there treatments for COVID-19?
    • Any treatment
    • Can COVID-19 be treated?
    • Does Corona have a cure?

  • intent: antibiotics

    • Are antibiotics effective in preventing or treating COVID-19?
    • antibiotics
    • Are antibiotics helpful?

  • intent: thanks

    • Ok, thanks for making me aware about this serious issue.
    • Thank you so much for awaring me
    • Thanks a lot.
    • Thanks
    • Thank you

    utter_thanks:

    • You're welcome and Stay safe.

Other stories are mentioned in the stories.yml file.