Playground

Loop is source-agnostic: anything that can emit this normalized event shape can feed it. Paste your own events (or load the sample) and the full pipeline — extraction, embedding, clustering, scoring — runs in-memory on your data. Nothing is stored: results live only in this page.

{ "id": "source:123", "source": "chat", "author_handle": "sam", "author_source_id": "u1",
  "timestamp": "2026-07-01T10:00:00Z", "text": "...", "url": "https://...",
  "thread_id": null, "parent_id": null, "author_email": null }