hyanique / beanbot

Exploration repo for project "BeanThere"

Project BeanThere

Because we have all been there

BeanBot is a university specific chatbot to assist in mental health service navigation. This repo contains several explorational units for BeanThere, while the actual project is in fact a cross-platform integration and cannot be fully presented in a single place.

Explorations: step by step

• Created a simple messenger chatbot
• Created a sentimental analysis dem
• Integrated zapier with chatfule
• Built a recommendation system
• Created word embedding units
• Intergrated JSON api onto chatfuel
• Imporved extensibility of the recommendation system
• Finshied the front-end logic for chatbot
• Created a wrapper for the recommendation system
• ...and much more!

Presented by @gcartar, @hqy06, @joopia, @YingWANG14, mentor @yupbank ...and the friendly people from the AI4Good Lab!

The Continueing of Project BeanBot

This repo is now archived, however, @joopia plans to continue this project by expanding the data source. Please contact her via github if you are interested in project BeanBot.

beanbot's Issues

Augment survey.csv data with labels

Create some new labels
Substitute words in review and goals columns with synonyms

Train sentiment analysis on augmented data

Train Fiona's sentiment analyzer on (synonym substitution) augmented data

make the text similar function work