YourWine

Try it now: https://yourwine.net · Code: https://github.com/jaac1966/yourwine Standing in the wine aisle, YourWine tells you which bottle you'll actually enjoy — and which one your partner would — before you pay for it. I've bought wine by price, by brand, by a friend's tip, and poured half of it down the drain. The best wine isn't the one with the most stars; it's the one YOU like. Crowd ratings can't answer that, and most supermarket wines in Mexico have barely been rated anyway. How it works: wearing Meta Adventurer glasses, you look at a bottle and ask "Would I like this one?" Muse Voice Transcribe hears the question, the glasses take the photo, and Muse Spark reads the label and reasons like a sommelier — from grape, region, vintage and alcohol to a four-axis sensory profile (acidity, sweetness, tannin, body). A deterministic algorithm, Four-Axis Match (4AM), scores that profile against your own taste and answers in your ear: "Not your style — too tart for you. The Malbec on its left is a 91% match." Muse Spark Open (open weights, on Baseten) explains why in plain language, comparing the bottle with wines you've loved. It learns: after drinking, say "I loved it" or "not for me" and your profile moves; the next verdict changes. Winebuddies adds your people: scan once and get your match and your wife's, or ask which bottle works for a dinner of four. It is a decision, not a classification. It works on bottles nobody has rated, because Muse reasons from the label itself. The taste profile stays on your device; API keys live only on the server. What judges can test without glasses: the web demo at yourwine.net (pre-loaded profile + Winebuddies, real label photos, age confirmation), or run everything locally from the repo with your own Meta API key (npm run dev). The Android app for the glasses is in the repo and documented. Before this week: taste research, a small dataset of Mexican supermarket wines and test photos of labels. Built this week: everything you see — backend (Cloudflare Workers + D1), 4AM algorithm, web demo, Android glasses app, voice flow. Source-available (PolyForm Noncommercial). 18+ / 21+ only. Drink responsibly. Wine brands are used for identification only.