monitoring-prometheus-grafana

Weaviate with Prometheus Monitoring & Grafana Dashboards

This setup contains a docker-compose.yml that spins up Weaviate (without any modules), a Prometheus instance, and a Grafana instance. Weaviate is configured to expose Prometheus-metrics. The Prometheus instance is configured to scrape those metrics from Weaviate. Finally, the Grafana instance is configured to use the Prometheus instance as a datasource, and uses a dashboard provider to include some sample dashboards.

How to use

Step 1: Spin everything up

Spin up everything using docker-compose up -d. You can check if weaviate is running by querying the API root (curl localhost:8080/v1).

Step 2: Use Weaviate normally

In order to view metrics on the dashboards, you need to create some usage. Ideally you will use Weaviate as you would normally use it in this step. As a very minimal example, we can import two objects using the /v1/batch API:

curl localhost:8080/v1/batch/objects -H 'content-type:application/json' -d '{"objects":[
  {"class": "Example", "vector": [0.1, 0.3], "properties":{"text": "This is the first object"}},
  {"class": "Example", "vector": [0.01, 0.7], "properties":{"text": "This is another object"}}
]}'

Step 3: Open Grafana in the browser

1. Open your Browser at localhost:3000
2. Log into the Grafana instance using weaviate/weaviate.
3. Select one of the sample dashboards, such as "Importing Data Into Weaviate".

You should now see some metrics on this dashboard.