How We Built a Weather-Aware Daily Recipe Pipeline With FastAPI

说明与用途

构建了一个模块化的每日 AI 食谱管道，包含验证、可丢弃的浏览器处理和静态站点输出。

问题

Automating daily AI-assisted recipe generation while handling failures, validation, and optional promotion steps.

结果

A resilient, modular pipeline that stops on malformed recipes, gracefully handles optional steps, and maintains reliable logs and static output.

工作流

• Gather date and location
• Fetch weather context
• Retrieve recent recipe context
• Generate structured recipe via AI
• Validate and normalize recipe data
• Generate recipe image
• Build static site pages
• Optionally promote to social platforms

证据

Model output is untrusted input. The pipeline parses it into a Pydantic model before it reaches templates or storage

来源

Our browser manager now follows a simple lifecycle: Connect, launch fresh, run action, close resources

来源