High-Level Overview
Questionable Cocktails is a web app that uses AI to expertly concoct authentic, one-of-a-kind cocktails, crafted spontaneously without the constraints of traditional recipes.
Simply enter your ingredients, choose the type of cocktail you’d like to emulate, and instantly receive a uniquely crafted drink that’s sure to be delicious.
Questionable Cocktails is the perfect solution to the everyday problem of how to get drunk off of limited ingredients in a way that doesn't make you throw up.
Proposal
Goals
- Get comfortable with GitHub Organizations and Projects
- Issues
- Development Branches
- Pull Requests
- Create an alcoholic-friendly front-end
- HTML/CSS
- Javascript
- Set up a simple backend
- Flask
- Learn how to use and implement Gemini
- Gemini API
- Prompt Engineering
Requirements
- Create delicious cocktails
- Use LLM API
Stakeholders
- Alcoholics
- Partygoers
User Stories
Jeffrey (M28): "As as avid alcoholic I usually make myself a nice Rum Punch every morning. Unfortunately, I ran out of punch. I needed a tool to help me make something similar with the ingredients I had at hand that tastes similar to a Rum Punch so I could stop shaking. Questionable Cocktails was just the tool for me!"
Karen (F35): “As a ‘Wine Mom’ with half a bottle of Chardonnay and some kid’s apple juice, I turned to Questionable Cocktails. It gave me the ‘Pickle-tini Surprise’—a wild mix of wine, juice, and leftover pickle brine. Was it good? Absolutely not. Did it do the trick? You bet. Thanks, Questionable Cocktails! The PTA meeting’s never been so tolerable.”
Chad (M27): “Bro, I had like, a splash of vodka, three olives, and some Gatorade left. No clue what to do. Questionable Cocktails hit me with the ‘Hydration Station’—a mix of electrolytes and poor decisions. Tasted awful, but man, I was ready for anything. Thanks, Questionable Cocktails! Who needs bartenders when you’ve got AI and low standards?”
Architecture

Team
Colby Dobson
Max Villarreal-Blozis