Deploying Prisme.ai on AWS
Step-by-step guide and best practices for deploying Prisme.ai in a self-hosted environment using AWS.
Prisme.ai can be effectively deployed on AWS, leveraging managed services to ensure scalability, high availability, and operational simplicity. This guide provides step-by-step instructions and best practices to deploy Prisme.ai on AWS infrastructure.
Prerequisites
Before you begin deploying Prisme.ai on AWS, ensure you have the following:
- AWS Account with sufficient permissions to create and manage cloud resources.
- AWS CLI installed and configured on your local machine.
- Basic familiarity with Kubernetes and AWS services (EKS, RDS, S3, Elasticache).
AWS Resources Setup
Deploy Prisme.ai using the following recommended AWS-managed resources:
Step-by-Step Deployment Guide
Set up EKS Cluster
Set up a Kubernetes cluster using the EKS CLI or AWS Management Console:
Deploy Managed Databases
Provision databases and storage:
- RDS (DocumentDB or self-managed MongoDB)
- OpenSearch Cluster
- Redis via ElastiCache
- S3 buckets and EFS volumes
Configure DNS and Networking
Configure your Route 53 domains for the following:
- API:
api.yourdomain.com
- Console:
studio.yourdomain.com
- Pages:
*.pages.yourdomain.com
Deploy Prisme.ai via Helm
Use Helm to deploy Prisme.ai into your Kubernetes cluster:
Ensure your values.yaml
is correctly updated with your AWS resources’ endpoints and credentials.
Configure Ingress and TLS
Use AWS Load Balancer Controller and ACM for SSL/TLS certificates to secure your deployment and route external traffic:
Test and Validate
Perform initial health checks:
Security Best Practices
IAM Role Management
- Use IAM roles for service accounts (IRSA) for secure, fine-grained Kubernetes-to-AWS permissions.
- Regularly audit roles and permissions.
Network Isolation
- Deploy within private subnets and secure via VPC and security groups.
- Use NAT gateways for controlled internet access from private networks.
Secrets Management
- Leverage AWS Secrets Manager or HashiCorp Vault for managing sensitive configuration.
- Regular rotation of database passwords and API keys.
Monitoring and Auditing
- Enable AWS CloudTrail, Amazon CloudWatch, and Prometheus/Grafana for comprehensive monitoring.
- Set up alerts for unusual activities or resource consumption.
Next Steps
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