File processing
Ingest, extract, summarize, and route artifacts as a live stream.
- The stream can run as a mono or bidirectional flow.
Streaming API
Live streams for work, not only tokens.
Provide live streams for file processing, agentic updates, database logs, build and tooling updates, and deployment updates. Support bidirectional input for operations and guides, or monodirectional input when the client should only observe.
- Stream files, agents, logs, builds, and deploys as live frames.
- Flows can be monodirectional or bidirectional.
- The frame model matches the chat UI.
Agentic updates
Tool calls, approvals, and mid-flight corrections stay in the same thread.
- Agent updates are bidirectional by default.
Database logs
Tail operational events into a chat layout without extra chrome.
- Logs land as a monodirectional observe stream.
Build and deploy
CI output, tooling updates, rollouts, and guided recovery share one stream.
- Inject commands when recovery needs a guide, not only a tail.
const stream = await essenize.stream.open({ kind: "deploy", flow: "bidirectional", topic: "payments-api.prod" }); stream.on("event", (frame) => render(frame)); stream.send({ type: "guide", step: "rollback" });