Grafana

connect aiden with your grafana platform to get intelligent insights from your observability stack through a unified interface once enabled, aiden can leverage your grafana datasources to analyze metrics, logs, and other observability data through natural language conversations capabilities with grafana integration, aiden can access and analyze metrics from prometheus datasources query and investigate logs from loki datasources compare metric trends across different time periods perform detailed root cause analysis (rca) analyze firing alerts correlate logs and metrics to help troubleshoot issues investigate performance bottlenecks and anomalies analyze resource utilization patterns generate insights from your observability data supported datasources the grafana integration currently supports accessing the following datasources prometheus for all metrics data loki for all logging data read/manage grafana based alerts read the list of grafana dashboards additional datasource support will be added in future updates custom skills on top of the several out of the box capabilities, you can create custom skills to add additional capabilities here are some examples create automated health checks based on grafana datasources set up cross datasource correlation for complex troubleshooting develop custom anomaly detection for specific services see the skills https //docs opsverse io/6two overview page for more information example interactions show me cpu usage trends for the payment service over the last 24 hours what error logs correlate with the latency spike at 3 pm yesterday? compare memory usage between production and staging environments are there any services showing abnormal error rates? find all error logs from the authentication service during the last incident which services have the highest request latency right now? create a report of resource utilization trends for all production services tech store orders are failing find out why analyze the resource usage of pods in prod and provide recommendation for right sizing configuration steps get your grafana api key you need to be an admin in grafana go to the users and access section under the adminstration section go to the service accounts section click on the add service account button and follow the on screen instructions to create a service account create a service account token by clicking on the add service account token button and follow the on screen instructions configure the inetgration in aiden navigate to integrations in the sidebar locate the grafana integration card and click activate configure your grafana access grafana url your grafana instance url api key a grafana api key with appropriate permissions click save to enable the integration security best practices create a dedicated api key for aiden with minimum required permissions use an api key with at least the editor permission as aiden will need to query the datasources which needs the ability to explore regularly rotate api keys (every 60 90 days recommended) note ensure your grafana api key has appropriate permissions for the datasources you want aiden to access for using prometheus and loki datasources, the api key needs at least `editor role for these datasources