DaaS / Products / Terraform-Provisioned Production Stack with DB Migration and RAG

Terraform-Provisioned Production Stack with DB Migration and RAG

A DevOps team first uses Terraform to provision a complete MLPS 2.0-hardened production infrastructure (VPC, ECS cluster, OSS, RDS, SLB with CAS-managed HTTPS certificates), then executes a database migration pipeline that imports on-premises backups through OSS into RDS as a staging layer, fans out to OceanBase for distributed OLTP, and layers Elasticsearch on top to power a RAG-based semantic search application — all running on the Terraform-managed compliant foundation.

Products involved

Scenario

A DevOps team first uses Terraform to provision a complete MLPS 2.0-hardened production infrastructure (VPC, ECS cluster, OSS, RDS, SLB with CAS-managed HTTPS certificates), then executes a database migration pipeline that imports on-premises backups through OSS into RDS as a staging layer, fans out to OceanBase for distributed OLTP, and layers Elasticsearch on top to power a RAG-based semantic search application — all running on the Terraform-managed compliant foundation.

How the products combine

  1. ecs · on-prem-db-migration-to-full-stack-search-applic-25dd1c — On-Prem DB Migration to Full-Stack Search Application
  2. See _combos/on-prem-db-migration-to-full-stack-search-applic-25dd1c.

  3. ecs · on-prem-db-to-oceanbase-and-elasticsearch-87de98 — On-Prem DB to OceanBase and Elasticsearch
  4. See _combos/on-prem-db-to-oceanbase-and-elasticsearch-87de98.

  5. alinux · full-production-stack-with-ssl-and-rag-search-50664b — Full Production Stack with SSL and RAG Search
  6. See _combos/full-production-stack-with-ssl-and-rag-search-50664b.

  7. es · secure-app-with-structured-and-semantic-search-469afa — Secure App with Structured and Semantic Search
  8. See _combos/secure-app-with-structured-and-semantic-search-469afa.

Typical questions

FAQ

Q: How do I deploy a Terraform-managed production stack and migrate an on-premises database with RAG-based semantic search? A: You can accomplish this by using Terraform to provision an MLPS 2.0-hardened infrastructure and then executing a migration pipeline that imports on-premises backups into RDS, fans out to OceanBase, and layers Elasticsearch to power a RAG-based semantic search application. The Terraform-managed foundation automatically provisions the required VPC, ECS cluster, OSS, RDS, and SLB with CAS-managed HTTPS certificates. This compliant setup seamlessly bridges initial infrastructure deployment with a fully operational search system.