Monitoring & Telemetry on Qdrant - Vector Search Engine

Monitoring & Telemetry

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Monitoring & Telemetry

Qdrant exposes its metrics in Prometheus/OpenMetrics format, so you can integrate them easily with the compatible tools and monitor Qdrant with your own monitoring system. You can use the /metrics endpoint and configure it as a scrape target.

Metrics endpoint: http://localhost:6333/metrics

The integration with Qdrant is easy to configure with Prometheus and Grafana.

Metrics

Qdrant exposes various metrics in Prometheus/OpenMetrics format, commonly used together with Grafana for monitoring.

Memory Usage

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Monitor Collection Memory Usage

Available as of v1.18.0

Qdrant lets you inspect a collection’s disk space, RAM, and OS page cache usage, summed up across the whole cluster and broken down by component. Use this to plan capacity, diagnose memory pressure, or understand which parts of a collection are resident in memory.

This information is available in the Qdrant Web UI and through the API.

Web UI

Open the collection detail page and select the Memory tab. It shows the memory breakdown for the collection, updated on demand.

Managed Cloud Prometheus Monitoring

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Monitoring Managed Cloud with Prometheus and Grafana

This tutorial will guide you through the process of setting up Prometheus and Grafana to monitor Qdrant databases running in Qdrant Managed Cloud.

Prerequisites

This tutorial assumes that you already have a Kubernetes cluster running where you want to deploy your monitoring stack, and a Qdrant database created in Qdrant Managed Cloud. You should also have kubectl and helm configured to interact with your cluster.

Self-Hosted Prometheus Monitoring

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Monitoring Hybrid/Private Cloud with Prometheus and Grafana

Time: 30 min	Level: Intermediate

This tutorial will guide you through the process of setting up Prometheus and Grafana to monitor Qdrant databases running in a Kubernetes cluster used for Hybrid or Private Cloud.

Prerequisites

This tutorial assumes that you already have a Kubernetes cluster running and a Qdrant database deployed in it, using either a Hybrid Cloud or Private Cloud deployment. You should also have kubectl and helm configured to interact with your cluster.