SuppleMentor

Seemless Onboarding
Enhance Sleep, Focus, Workout
Personalize Supplement Plan
Suggestions based on individual health risk
Automatically manage your supplements

Inspiration

Overwhelmed by the vast landscape of over 100 supplements, each with its potential interactions, effective dosages, and side effects? Uncertain if a particular supplement is right for your specific needs?

Enter SuppleMentor, manage your supplement routine at scale. We demystify the complex world of supplements by providing personalized recommendations tailored to your unique health profile. We consider everything from your current medication regimen to your demographic details, helping you create an optimized supplement stack. With SuppleMentor, you can confidently manage dosages and interactions to enhance your focus, sleep quality, and workout performance.

What it does

Personalized Health Insights: SuppleMentor crafts a detailed health profile for each user, integrating data from their weight, age, sex, health tests, medication, and allergy records.

AI-Driven Recommendations: Leveraging AI, SuppleMentor delivers a customized supplement plan focused on enhancing mental focus, sleep quality, and workout performance. It provides tailored starting dosages based on demographic and personal health needs, and it meticulously highlights potential side effects and drug interactions relevant to the user's specific health profile.

Interactive Management Tool: Users can effortlessly track and manage their current supplement intake through our intuitive interface. By aggregating user feedback on side effects and satisfaction, SuppleMentor continuously refines and improves its recommendations.

How we built it

Technological Backbone: Our platform harnesses the power of Chroma and OpenAI embeddings API to maintain a rich vector database populated with up-to-date information on supplements, dosages, side effects, and interactions.

User Interface: Built with Streamlit, our user interface onboards new users and assists them in constructing a comprehensive health profile.

Data Integration: For users uploading PDF files of health tests, we employ PyPDF for parsing and the OpenAI API for extracting pertinent medical details to enrich the health profile.

Intelligent Suggestions: Utilizing LangChain, we've developed a RAG application that crafts supplement suggestions perfectly aligned with each user's health needs and lifestyle goals.

Challenges we ran into

Brainstorming compelling use cases. Designing intuitive user flow. Worse WIFI at a hackathon ever.

Accomplishments that we're proud of

Precision Dosing: SuppleMentor excels in recommending precise supplement dosages personalized for team member's individual characteristics like age and weight.

Optimal Combinations: It identifies optimal supplement combinations that significantly enhance sleep and focus.

Informed Awareness: SuppleMentor consistently notifies users of crucial side effects and interactions relevant to their health profile, particularly for complex regimens involving multiple supplements.

What we learned

Building this app taught us the intricacies of AI-powered supplement management. By leveraging the speed and efficiency of language models, SuppleMentor helped team members navigate medical guidelines and zoom in on factors most important to their health within seconds.

What's next for SuppleMentor

Enhanced User Feedback System: Gather and analyze user feedback on each supplement, including satisfaction levels and experiences with side effects and interactions. Our goal is to refine our AI suggestions further, allowing us to highlight beneficial or concerning outcomes based on data from users with similar health profiles.