Grounding agents in real data

Prompt-stuffing falls over the moment your data changes. The fix is to let the agent retrieve what it needs at call time.

A minimal tool

Here's the shape of a grounded tool call:

async function searchDocs(query: string) {
  const hits = await index.search(query, { topK: 5 });
  return hits.map((h) => h.text);
}

Keep the surface small, log every call, and ground answers in what came back.