Use existing codebase and infrastructure to deploy a sample chatbot of your choosing.
Steps Needed
Source dataset
Embed dataset
Load data
Create system prompts
Deploy backend application
Ideas for chatbot:
Movie Recommender: Uses the IMDb dataset.
Customer Support Assistant: Uses the Customer Support on Twitter dataset.
Recipe Suggestion Bot: Uses the Recipe1M+ dataset.
Healthcare Advisor: Uses the MIMIC-III Clinical Database.
E-commerce Product Recommender: Uses the Amazon Product Review dataset.
Language Learning Tutor: Uses the Duolingo English Learner dataset.
Job Application Assistant: Uses the Kaggle Job Listings dataset.
Financial Advisor: Uses the Yahoo Finance dataset.
Fitness Coach: Uses the Fitbit dataset.
News Summarizer: Uses the CNN/DailyMail dataset.
Weather Forecaster: Uses the NOAA Weather dataset.
Music Recommender: Uses the Million Song Dataset.
Book Recommender: Uses the Goodreads dataset.
Event Planner: Uses the Event Registry dataset.
Real Estate Advisor: Uses the Zillow dataset.
Educational Tutor: Uses the SQuAD dataset.
Virtual Shopping Assistant: Uses the Fashion MNIST dataset.
Mental Health Support Bot: Uses the Reddit Mental Health dataset.
Restaurant Recommender: Uses the Yelp dataset.
Travel Planner: Uses the Expedia dataset.
Problem Statement
Use existing codebase and infrastructure to deploy a sample chatbot of your choosing.
Steps Needed
Ideas for chatbot:
Movie Recommender: Uses the IMDb dataset. Customer Support Assistant: Uses the Customer Support on Twitter dataset. Recipe Suggestion Bot: Uses the Recipe1M+ dataset. Healthcare Advisor: Uses the MIMIC-III Clinical Database. E-commerce Product Recommender: Uses the Amazon Product Review dataset. Language Learning Tutor: Uses the Duolingo English Learner dataset. Job Application Assistant: Uses the Kaggle Job Listings dataset. Financial Advisor: Uses the Yahoo Finance dataset. Fitness Coach: Uses the Fitbit dataset. News Summarizer: Uses the CNN/DailyMail dataset. Weather Forecaster: Uses the NOAA Weather dataset. Music Recommender: Uses the Million Song Dataset. Book Recommender: Uses the Goodreads dataset. Event Planner: Uses the Event Registry dataset. Real Estate Advisor: Uses the Zillow dataset. Educational Tutor: Uses the SQuAD dataset. Virtual Shopping Assistant: Uses the Fashion MNIST dataset. Mental Health Support Bot: Uses the Reddit Mental Health dataset. Restaurant Recommender: Uses the Yelp dataset. Travel Planner: Uses the Expedia dataset.