Grafana Assistant builds a persistent knowledge base of your infrastructure ahead of time, eliminating the need to share context about data sources and services in each conversation.
- •Assistant uses AI agents for data source discovery, metrics scanning, and enrichment through logs and traces across Prometheus, Loki, and Tempo.
- •For each discovered service group, the assistant captures five categories: identity, key metrics, deployment topology, dependencies, and log structure.
- •The infrastructure memory refreshes automatically on a weekly cadence, ensuring the assistant's understanding stays current with environment changes.
- •Zero configuration required—the feature runs automatically for all Grafana Cloud customers using their existing telemetry data.
This summary was automatically generated by AI based on the original article and may not be fully accurate.
Grafana
Kubernetes
Google Cloud