Add an AI agent / RAG backend

Workflow

1. Install @convex-dev/agent + add to convex.config.ts.
2. Define the agent (model, tools, instructions); store the LLM key via the

   env

   micro power.
3. Create threads + stream messages; persist history in Convex.
4. For RAG: embed docs into a vector index and retrieve in the tool.

Rules

• Keep the LLM API key in Convex env (use the

  env

  micro power), never client-side.
• Run model calls in actions ('use node' if the SDK needs it).
• Persist threads/messages in Convex for durability + reactivity.