![]() We are very proud of completing a project based on deep learning which was new to most of us. Writing an Algorithm to find the right pattern for the Response was one of the big challenges we faced. Working with people living in different places around the globe was not easy as each member’s timezone is different. ![]() Using specific packages such as nltk and TensorFlow, fixing coding and file running errors were the largest challenges. We faced technical challenges during development since most of our members were new to Deep Learning. We developed a simple interface of the BOT which includes all the buttons and text widgets. We utilized Tkinter for the application GUI implementation. Then we processed the data for training the model so that Evie can find the most suitable patterns so that she can respond to the users appropriately. The app is built in three parts the first one is Intents file (datasets) which includes all the emotions of the humans, what questions humans usually ask and how the bot responds. Libraries such as nltk, keras, Tensorflow and NumPy were used to create the model and the chatbot. We built the application using python and deep learning. Furthermore, LOIE uses Machine Learning based on users' data to connect users with like-minded people through online communities, forming support groups and help each other out. Users can share anything with LOIE’s AI chatbot “Evie” whenever and wherever in turn, Evie serves as a smart virtual friend to provide users with emotional support and guidance using technology like Deep Neural Learning, Natural Language Processing and Emotion AI. LOIE's main purpose is to encourage users to 1) connect with themselves or 2) connect with others when they feel lonely. ![]() LOIE creates a safe and inclusive environment that allows young people to share their true feelings and with users' input, it provides the tools they need to deal with loneliness. This leads to the ideation of LOIE (product name inspiration: turn "lone" into "love" with "LOIE"). Also, the mental health of young people is often neglected and they are left scrambling to figure out how to adjust to this new norm with very little societal support. We found that the problem of loneliness carries a stigma that people tend to feel self-defeating to reach out for help, so they often hide their true feelings. It's quite inspiring to see how a human and an AI Chatbot develop a deep relationship in the movie, which leads to inspiration for a virtual companion for people to combat loneliness, especially for young adults (18-24) who are worst affected during the pandemic. The inspiration for LOIE comes from a movie called "Her", which talks about a romantic relationship between an advanced AI Chatbot Samantha and a human writer Theodore.
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