AI Engineering Cookbook

Welcome to the Cookbook. This is a collection of copy-paste ready code snippets and patterns for common AI engineering tasks.

How to use

1. Find the recipe you need.
2. Copy the code into your project.
3. Adjust imports (we use standard libraries like ai, openai, zod).

🧩 UI Patterns

• Chat UI Component: A reusable, styled chat interface with streaming support.
• Form Autocomplete: "Magic Fill" buttons for your forms.

🛡️ Security & Reliability

• API Proxy: Securely calling LLMs from the backend.
• Content Moderation: Filtering inputs/outputs.
• Error Handling: Retries, timeouts, and fallbacks.

🚀 Performance

• Local Embeddings: Semantic search in the browser (Transformers.js).

Contributing

Got a cool pattern?

1. Fork the repo.
2. Add a markdown file in docs/cookbook/.
3. Submit a PR.