Ketchup

Inspiration

In our digital age, we are all part of numerous group chats, whether for academic collaboration, social interaction, or work-related discussion. With hundreds of messages flooding in daily, it can quickly become overwhelming to keep track of all the important conversations. The more active the group, the more challenging it becomes to sift through the noise and find the substance.

This is the problem we identified and decided to tackle head-on: How could we help people stay up-to-date with their group chats without getting lost in the deluge of information? And thus, KetchUp was born.

What it does

KetchUp is an innovative application designed to keep you in the loop, without the hassle. Leveraging the power of AI, KetchUp summarizes unread group chats, translating the sea of messages into concise, easily digestible topics of conversation. It allows you to focus on the information that truly matters, while conveniently ignoring distracting and irrelevant chatter.

How we built it

KetchUp is the result of an integration of powerful technologies. At the core, it uses the OpenAI GPT-4 API for language modeling. This AI does the heavy lifting, parsing through your group chat messages to understand the context, extract key details, and summarize the important topics.

To create a sleek and user-friendly interface, we utilized React, known for its ease of use and flexibility. Tauri, a framework for building lightweight, secure desktop applications, was used to deliver KetchUp as a desktop app, making it accessible and convenient to use alongside your other productivity tools.

To coordinate the OpenAI requests, we developed a Python FastAPI server. FastAPI provided us with a high-performance, easy-to-use framework for building APIs, enabling us to handle requests efficiently and ensure a smooth user experience.

Challenges we ran into

During the development process, we faced several challenges.

Working with the GPT-4 API, although powerful, required a deep understanding of AI and natural language processing. Ensuring that the AI accurately understood and summarized the wide array of topics that could come up in a group chat was a complex task.

In addition, coordinating between the various technologies we were utilizing posed its own challenges. Ensuring smooth, efficient communication between our React frontend, FastAPI server, and the OpenAI API required careful planning and rigorous testing.

Accomplishments that we're proud of

We are immensely proud of bringing KetchUp to life, a tool that we believe has the potential to revolutionize the way we interact with group chats.

Our greatest accomplishment is the effective use of GPT-4 AI to interpret and summarize messages accurately. Seeing it work in practice, understanding different contexts and topics, was truly rewarding.

In addition, successfully integrating our tech stack and creating a cohesive, user-friendly application from distinct technologies is an achievement we take great pride in.

What we learned

The process of building KetchUp was a journey of learning. We gained a deeper understanding of AI and natural language processing, especially the power and potential of the GPT-4 API.

We also learned about the importance of efficient and secure request handling when dealing with AI APIs, and how FastAPI can help achieve this.

Moreover, the experience reinforced the importance of user experience in application development, as we strived to make KetchUp intuitive and easy to use.

What's next for Ketchup!

Looking forward, we are excited about the potential of KetchUp. We plan to refine the AI summarization capabilities further, add more customization options for users, and extend support to more messaging platforms.

We believe that KetchUp has the potential to redefine how we interact with group chats and are excited about the journey ahead!