Inspiration

The inspiration behind HopeHarbor stemmed from the pressing need for accessible and personalized support for individuals battling addiction. In a world where conversations about addiction are often stigmatized and privacy concerns loom large, creating a tool that combines technology with empathy felt like a necessary step towards fostering a supportive community for those in need.

What it does

HopeHarbor serves as an all-encompassing tool for individuals on their journey towards recovery from addiction. Users input their username, age, the name of their addiction, and their religious inclination. Using this information, HopeHarbor generates a personalized motivational slogan, a supportive message, and a motivational poster tailored to the user's unique profile. Furthermore, it initiates a chatbot session infused with the context provided, enabling users to seek advice, share concerns, and find solutions in a confidential and personalized environment.

How we built it

We built HopeHarbor by remxing a pre-existing PartyRock App ChatRPG. We used the prompt templates provided in this toll and finetuned it to serve our purposes. We experimented with input variables and input types to maxiize app personalization with minimal user input. Once we zeroed on the baisc inputs we need username, age, the name of their addiction, and their religious inclination, we customized the prompts and hyperparameters (temperature, top p) of Slogan Generatopr, Poster Generator, Message Generator and ChatBot to improve performance.

Challenges we ran into

  • One of the primary challenges we faced was striking a balance between personalization and intrusiveness, since te topic of discussions are a bit sensitive the Chatbot needs to be a bit friendly when interacting with user but being too frinedly comes off as patronizing and intrusive.
  • We identified Religion as a powerful motivation for addiction recovery, but using religious symbols or language with LLMs is a bit difficult as they are trained to be neutral about such topics and avoid using them.
  • Finally, generating compelling and meaningful imagery for the motivational posters required careful consideration of design principles and emotional impact.

Accomplishments that we're proud of

Utiling the new PartyRock platform for custom App creation has been quite an experience and we are proud to have created HopeHarbor, a tool that not only offers practical support but also fosters a sense of community and empowerment among individuals fighting addiction. The ability to personalize content and provide confidential support through the chatbot represents a significant achievement in addressing the diverse needs of users. And it is wonderful to see how platform like these could be used to create such powerful and impactful tools.

What we learned

This has been a great learning experience for understanding AWS PartyRock platform and prompt engineering for Image and Text generation

What's next for HopeHarbor

Next we would like to extend the capabilities of this project to integrate third party apis to provide users with relevant external link. We could also use vector databases to use larger contexts and give more personalized support to user

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