Features
Auto-scaling compute and storage
Tiered storage (DRAM, SSD, object) for cost efficiency
Vector similarity search (cosine, Euclidean, IP, etc.)
Hybrid search (dense, sparse, multimodal)
Tunable consistency levels
One-click data migration to dedicated or open-source Milvus
Backup and restore (scheduled, cross-region)
Integration with embedding models (OpenAI, Cohere, Hugging Face)
RESTful API and SDKs (Python, Java, Go, Node.js)
Metric monitoring and alerts
Access controls (RBAC, project/user management)
Encryption at rest and in transit
On-demand compute for lake-scale search jobs (zero-copy external data)
Support for collections, indexes, and filtering
99.95% uptime SLA (Enterprise tier)
OpenTelemetry-native ingestion for logs, metrics, and traces
Instant log filtering and search with OpenTelemetry context
Centralized Prometheus and OpenTelemetry metrics monitoring
Real-time distributed tracing with heatmap drilldowns
Perses-based dashboards with configuration as code
Agent0: autonomous incident investigation and fix PRs
PromQL support for queries and alerting
Kubernetes monitoring with pre-built dashboards
Google Cloud SQL monitoring (PostgreSQL, MySQL, SQL Server)
Web events on GeoMap with clustering and tooltips
Synthetic monitoring and website monitoring
Cost control via monthly budget limits and spam filters
Configuration as code for dashboards and rules
Dash0 CLI with OAuth support and OTLP proxy
Keyboard-centric navigation and filtering
