A simplified implementation of an AI-powered wine blending assistant built on Val Town.

The Terroir Harmony AI Blend Designer is a custom AI application designed for boutique winemakers. It leverages AI to propose wine blend compositions, predict sensory profiles, and assess market suitability.

• Blend Composition Generator: Input desired wine characteristics and get AI-generated blend ratios
• Sensory Profile Prediction: Receive detailed tasting notes and aroma descriptors for proposed blends
• Market Suitability Scoring: Get predicted consumer appeal scores
• Chemical Analysis Integration: Store and analyze vineyard block data
• Historical Blend Tracking: Maintain records of successful blends

This Val Town implementation uses:

• Backend: Hono.js API framework
• Database: SQLite for data persistence
• AI: OpenAI GPT-4 for blend generation and sensory prediction
• Frontend: React with TailwindCSS
• Storage: Val Town Blob storage for file uploads

├── backend/
│   ├── index.ts              # Main API entry point
│   ├── database/
│   │   ├── migrations.ts     # Database schema
│   │   └── queries.ts        # Database operations
│   └── routes/
│       ├── blends.ts         # Blend generation endpoints
│       ├── data.ts           # Data management endpoints
│       └── static.ts         # Static file serving
├── frontend/
│   ├── index.html            # Main HTML template
│   ├── index.tsx             # React app entry point
│   └── components/
│       ├── App.tsx           # Main app component
│       ├── BlendGenerator.tsx
│       ├── DataUpload.tsx
│       └── BlendHistory.tsx
├── shared/
│   └── types.ts              # Shared TypeScript types
└── data/
    └── sample_data.json      # Sample wine data

1. The main application runs at the root HTTP endpoint
2. Upload chemical analysis data via the data management interface
3. Use the blend generator to create new wine blends
4. Review historical blends and their performance

• GET / - Main application interface
• POST /api/blends/generate - Generate new blend compositions
• GET /api/blends - List historical blends
• POST /api/data/upload - Upload chemical analysis data
• GET /api/data/vineyard-blocks - Get vineyard block data

• Backend: Hono.js, SQLite, OpenAI API
• Frontend: React, TailwindCSS
• Platform: Val Town serverless environment