DiaBeat It!

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Inspiration

I’ve witnessed people close to me struggle with diabetes, which motivated me to help, and this app is my starting point.

What it does

DiaBeat It! is an AI-powered nutrition assistant that helps diabetic patients manage their diet through personalized meal planning. Users input their health metrics, and the app generates appropriate, low-GI recipe recommendations with automatic carbohydrate tracking and glycemic index calculations.

How we built it

We built a multi-agent system using Gemini API's Function Calling feature with two specialized agents: a Conversation Agent for real-time user interaction and context management, and a Meal Planning Agent for analyzing health data and generating meal plans. The backend connects to a recipe database with parametric search functions, while system prompt engineering ensures empathetic, health-conscious responses.

Challenges we ran into

While developing this project, we conducted extensive research and discovered how beneficial this type of app could be for diabetic patients.

Accomplishments that we're proud of

We created an AI health assistant that helps diabetic patients maintain their sugar levels without decision fatigue while promoting "Low-Sodium, Less-Oil, Low-Carb" lifestyle choices for everyone. Our system solves the daily "What to eat today?" challenge by generating precise nutritional recommendations based on each user's height, weight, and fitness level. We designed three customizable modes with a straightforward, professional interface that makes healthy eating accessible and enjoyable. Most importantly, we successfully implemented a multi-agent system powered by Gemini API that transforms complex health calculations into an intuitive tool that genuinely improves daily life for people managing chronic conditions.

What we learned

We discovered that building accessible technology isn't just about creating sophisticated algorithms; it's about genuinely understanding user struggles like decision fatigue(what to eat) and designing solutions that make healthy living feel manageable rather than overwhelming in today's fast-paced society.

What's next for DiaBeat It!

We will provide complete recipes through a personalized meal plan and help users find where to purchase the ingredients. We will also incorporate individual dietary preferences and restrictions.