Aevum Encyclopedia / Red Hat Integration

Why Red Hat?

Aevum Encyclopedia's architecture is designed from the ground up for container-native deployment. Our partnership with Red Hat ensures:

Day-0 compatibility with OpenShift GitOps & ArgoCD
Native integration with Red Hat Quay for image registry
Hardware acceleration support for vector search workloads
Compliance-ready audit trails (SOC2, FedRAMP aligned)

Whether you're deploying on-prem, in hybrid clouds, or across multi-region OpenShift clusters, Aevum scales linearly while maintaining sub-50ms query latency.

# aevum-knowledge-operator.yaml
apiVersion: aevum.io/v1
kind: KnowledgeGraph
metadata:
  name: enterprise-corp
  namespace: aevum-system
spec:
  replicas: 3
  storageClass: ocs-storagecluster-ceph-rbd
  vectorEngine: faiss-gpu
  redhat:
    serviceMesh: true
    securityContext: restricted-v2
    certManager: auto-renew
                    

Core Integration Capabilities

📦

Containerized Knowledge Base

StatefulSet-optimized deployments with persistent storage classes, automatic backups, and zero-downtime schema migrations.

🔐

Red Hat SSO & LDAP Sync

Native Keycloak integration with SCIM provisioning, role-based access control, and audit logging for compliance.

⚡

Service Mesh Routing

Istio-powered traffic splitting for canary deployments, mTLS encryption, and observability via OpenTelemetry.

📊

OpenShift Monitoring

Prometheus metrics, Grafana dashboards, and alertmanager rules pre-configured for knowledge graph health.

Reference Architecture

                        Edge Ingress
                        Route Controller / TLS Termination
                    

API Gateway OAuth2 / Rate Limiting

                        Knowledge Pods
                        StatefulSet + GPU Nodes
                    

Vector Store FAISS / Milvus Cluster

Event Stream Kafka (Red Hat AMQ)

                        Storage Tier
                        OpenShift Data Foundation
                    

Implementation Guide

Install Aevum Operator

Add the Aevum catalog source to your OpenShift cluster and subscribe to the aevum-knowledge-operator via OLM or GitOps pipeline.

Configure Storage & Networking

Provision ODF/RBD storage classes and configure Red Hat OpenShift Routes with TLS certificates managed by cert-manager.

Initialize Knowledge Graph

Apply the KnowledgeGraph CRD, import seed data via the bulk loader, and verify vector indexing status through the OpenShift console.

Integrate Identity & Observability

Connect Red Hat SSO, enable OpenTelemetry tracing, and deploy pre-built Grafana dashboards for real-time performance monitoring.

Resources & Documentation

Resource	Description	Type
OpenShift Deployment Guide	Step-by-step cluster setup, operator installation, and CRD configuration	Documentation
Helm Chart Repository	Versioned Helm 3 charts for automated OpenShift deployments	Code
Red Hat SSO Integration	Keycloak realm configuration, SCIM sync, and SAML mapping	Guide
Performance Tuning Reference	GPU node sizing, vector search optimization, and caching strategies	Whitepaper
Support Portal	Enterprise SLA, incident reporting, and dedicated architecture review	Service