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Partners · CopilotKit

CopilotKit is the frontend interaction layer for AI agents — chat, generative UI, and human-in-the-loop — over the open AG-UI protocol. This directory shows how to build agentic, memory-augmented experiences on Oracle AI Database with CopilotKit, defining the agent once as portable JSON with Oracle Agent Spec.

Cookbook

Recipe	Description	Stack
Portable agent with Agent Spec, memory & CopilotKit	A travel concierge — an Oracle Agent Spec agent on LangGraph, served over AG-UI to a CopilotKit V2 chat, with long-term memory on Oracle AI Database and human-in-the-loop booking.	CopilotKit · Oracle Agent Spec · Oracle Agent Memory · LangGraph · AG-UI

What’s here

Path	What it is
cookbook.md	The written recipe — architecture, run steps, and the key code.
demo/	The runnable starter: the Agent Spec agent, the CopilotKit V2 frontend, and a local Oracle AI Database. Start at demo/README.md.
skills/	CopilotKit Agent Skills for coding agents — npx skills add CopilotKit/CopilotKit/skills.

Quick start

cd demo
docker compose up -d && ./db/setup-db.sh                          # local Oracle AI Database
cd agent && cp .env.example .env && uv sync \
  && uv run uvicorn concierge.server:app --reload --port 8000     # add OPENAI_API_KEY to .env
cd ../frontend && cp .env.local.example .env.local \
  && npm install && npm run dev

Open http://localhost:3000. Full walkthrough → cookbook.md.

The written guide is also published on the CopilotKit docs at docs.copilotkit.ai/cookbook.