Inspiration
Our inspiration for this project stemmed from the desire to enhance the student experience on campus by efficiently navigating the numerous events happening. The idea was to leverage Generative AI, specifically GPT-4, to provide personalized event suggestions based on individual interests and exploration preferences.
What it does
Our project, named UMgpt, serves as a valuable tool for students seeking information about campus events. It utilizes GPT-4's natural language processing capabilities to generate personalized event recommendations. The system maintains a history of user interactions to provide a more intuitive and seamless experience.
How we built it
We extensively utilized natural language processing techniques and the GPT-4 model to implement UMgpt. The project involved creating a web interface to interact with the model, integrating it with our website, and implementing a custom system to track and manage user conversation history, overcoming limitations in the provided API.
Challenges we ran into
One of the main challenges we encountered was the limitation of the API, which did not allow us to keep a history of user conversations. To address this, we implemented our own tracking system for previous responses, ensuring a more user-friendly and intuitive interaction. Additionally, fine-tuning the integration of GPT-4 with our website presented technical challenges that we successfully overcame.
Accomplishments that we're proud of
We take pride in the seamless implementation of UMgpt with our website. Overcoming the challenges related to conversation history tracking and ensuring a smooth integration with GPT-4 significantly improved the user experience. The project stands as a testament to our ability to find innovative solutions to technical challenges.
What we learned
Through this project, we gained valuable insights into natural language processing, human-bot interactions, and the intricacies of working with generative AI models. The experience deepened our understanding of creating effective and user-friendly interfaces for AI-driven applications.
What's next for Test
Looking ahead, we plan to further refine and expand the capabilities of UMgpt. Future developments may include additional features, improvements in the user interface, and exploring ways to leverage the latest advancements in AI to enhance the overall student experience on campus.
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