Monitoring Weaviate in Production — Prometheus & Observability

AI Impact Summary

Weaviate offers comprehensive production monitoring through Prometheus metrics, accessible via the /metrics endpoint. This allows for the use of existing observability stacks like Grafana Agent and Datadog, providing insights into key operational aspects. The ability to leverage Kubernetes liveness and readiness checks, alongside detailed metrics on batch latency, object latency, and query rates, enables proactive identification and resolution of performance bottlenecks or issues within the Weaviate cluster.