Monitoring Milvus with Grafana and Loki
Blog post from Zilliz
This guide provides step-by-step instructions on setting up Grafana and Loki to effectively monitor Milvus deployments. Milvus is a distributed vector database designed for storing, indexing, and managing massive embedding vectors. Grafana is an open-source platform for monitoring and observability, while Loki pairs with Grafana as a log aggregation system. Together, they offer a solid monitoring setup for Milvus and beyond. The prerequisites include Docker, Kubernetes, Helm, and kubectl. After setting up the K8s cluster, users can deploy Grafana and Loki using Helm. Finally, configure Grafana data sources and dashboard to visualize and query logs effectively.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 16 | 2,064 | 236 | 94 | +7% |
| Observability | 2 | 1,403 | 282 | 103 | -7% |
| Vector Search | 2 | 2,722 | 279 | 102 | +43% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.