Cookbook

Recipes you
can paste and run.

Five end-to-end patterns covering RAG, agents, MCP, and multi-modal — all with working code you can drop into a fresh repo and ship.

Recipes

RAG with Claude in 30 lines

Web-grounded Q&A using SiftQ retrieval + Claude Sonnet, with inline citations.

Same recipe, different model — drop-in OpenAI grounding.

Wrap SiftQ in @tool, hand it to a ReAct agent, watch it search autonomously.

Zero code — drop a JSON config and Claude can search the web in every chat.

Find images, identify them, structure the metadata — all in one script.