em-data-insights Chart

Helm chart for deploying the CRAFT Data Insights solution — extends em-core with data analysis agents and Redshift integration.

em-data-insights Chart

em-data-insights deploys the CRAFT Data Insights solution — a superset of em-core that adds the data analysis agent and Redshift connector.

Components

em-data-insights includes all em-core components plus:

Component	Purpose
em-data-insights-agent	Data analysis and insights generation A2A agent
em-redshift-query-connector	AWS Redshift query connector service

Quick start

1. Set environment variables

   export HOSTNAME=platform.example.com
   export KEYCLOAK_ADMIN_PASSWORD=<secure-password>
   export POSTGRES_PASSWORD=<secure-password>
   export REDSHIFT_HOST=<your-redshift-endpoint>
   export REDSHIFT_USER=<redshift-user>
   export REDSHIFT_PASSWORD=<redshift-password>
   
2. Create namespace

   kubectl create namespace em-data-insights
   
3. Create secrets

   # Platform credentials (Keycloak + PostgreSQL)
   kubectl create secret generic em-data-insights-credentials \
     --namespace em-data-insights \
     --from-literal=KEYCLOAK_ADMIN_PASSWORD=$KEYCLOAK_ADMIN_PASSWORD \
     --from-literal=POSTGRES_PASSWORD=$POSTGRES_PASSWORD
   
   # Redshift credentials — must be named 'redshift' with these exact keys
   kubectl create secret generic redshift \
     --namespace em-data-insights \
     --from-literal=redshift-host=$REDSHIFT_HOST \
     --from-literal=redshift-port=${REDSHIFT_PORT:-5439} \
     --from-literal=redshift-database=$REDSHIFT_DATABASE \
     --from-literal=redshift-username=$REDSHIFT_USER \
     --from-literal=redshift-password=$REDSHIFT_PASSWORD
   
4. Install the chart

   helm install em-data-insights oci://ghcr.io/emergenceai/em-charts/em-data-insights \
     --version 0.0.8 \
     --namespace em-data-insights \
     --set em-core.hostname=$HOSTNAME \
     --set em-core.schema=http
   

Redshift integration

Configure the Redshift connector in your values:

em-redshift-query-connector:
  env:
    REDSHIFT_DATABASE: my_database
    REDSHIFT_PORT: "5439"
  envVars:
    - name: REDSHIFT_HOST
      valueFrom:
        secretKeyRef:
          name: redshift
          key: redshift-host
    - name: REDSHIFT_USERNAME
      valueFrom:
        secretKeyRef:
          name: redshift
          key: redshift-username
    - name: REDSHIFT_PASSWORD
      valueFrom:
        secretKeyRef:
          name: redshift
          key: redshift-password

Using external databases

Disable bundled PostgreSQL and Redis for production:

postgresql:
  enabled: false

redis:
  enabled: false

postgresql:
  existingSecret: my-external-db-credentials

redis:
  existingSecret: my-external-db-credentials

Key values

Value	Default	Description
em-core.hostname	localhost	External hostname (passed to em-core subchart)
em-core.schema	http	http or https
em-data-insights-agent.image.repository	ghcr.io/emergenceai/em-data-insights-agent	Agent image
em-redshift-query-connector.image.repository	ghcr.io/emergenceai/em-redshift-query-connector	Redshift connector image
postgresql.enabled	true	Deploy bundled PostgreSQL
redis.enabled	true	Deploy bundled Redis

The full values reference is in charts/em-data-insights/values.yaml in the em-charts repository.

Related

em-core Chart

Core platform chart that em-data-insights extends.

Data Insights Overview

Data Insights solution capabilities.

Text-to-SQL

How the Text2SQL agent converts natural-language questions to SQL.