Snap & track nutrition: Telegram food photos → Gemini Vision AI → Google Sheets

📸🍽️ Telegram Food Photo → 🤖 Gemini Vision AI → 📊 Nutrition Data → 📄 Google Sheets + 🗂️ Drive

What this workflow does

- 📸 Snap and send a photo of your meal via Telegram - 🧠 Gemini Vision AI analyzes the image and estimates calories, protein, carbs, and fats - 🤖 AI Agent structures the data with meal name, description, and timestamp - 📄 Auto-logs nutrition data to Google Sheets for tracking - 🗂️ Saves original meal photos to Google Drive with timestamped filenames - 💬 Sends instant Telegram reply with full nutrition breakdown

Why it's useful

- ⚡ Track nutrition in seconds—no manual entry or food databases - 📊 Build a complete meal history with photos and macros in one place - 🎯 AI estimates portion sizes and hidden ingredients (oils, sauces) - 🏋️ Perfect for fitness tracking, meal prep, or health monitoring - 📱 Works entirely through Telegram—no extra apps needed

How it works

- 📲 Telegram Trigger → receives meal photo - 🗂️ Google Drive → saves image with timestamp - 🔎 Gemini Vision → analyzes food, estimates portions and macros - 🤖 AI Agent → structures output (meal name, calories, protein, carbs, fats) - 📄 Google Sheets → appends row with all nutrition data - 💬 Telegram Reply → confirms with full breakdown

What you'll need