Conversational AI agent architecture using BigQuery Conversational Analytics API, Vertex AI for natural language understanding, Cloud Run for the agent service, Pub/Sub for event streaming, and Dataflow for real-time analytics processing. Includes Cloud Monitoring for agent performance tracking. Fork this diagram on Diagrams.so to customize the analytics pipeline or add additional data sources for your conversational agent. Source: https://cloud.google.com/blog/topics/developers-practitioners