Real-Time Streaming
Stream AI chat responses token-by-token, enrichment pipeline progress, and system status updates in real time. Build responsive integrations that show progress as it happens.
How it works
The API supports Server-Sent Events (SSE) for real-time streaming. Chat responses stream token-by-token so users see the answer being generated. Enrichment progress streams stage-by-stage updates. Connection status and system events stream for monitoring. Client libraries handle reconnection and buffering automatically.
Real-time streaming showing token-by-token chat response
Why it matters
Waiting for a complete response before showing anything creates a poor user experience. Streaming shows progress immediately -- the first words of a chat response appear in milliseconds, enrichment stages update in real time, and status changes are instant. This responsiveness is essential for building polished, professional integrations.
Enrichment progress streaming with stage-by-stage updates