RAG System Reference Documentation
The standard pipeline includes a document ingestion and chunking stage, an embedding stage, a hybrid (vector plus keyword) retrieval stage, and a generation stage…
Reference documentation for ScaleCloud methodologies, frameworks, and delivery standards.
8 resources
The standard pipeline includes a document ingestion and chunking stage, an embedding stage, a hybrid (vector plus keyword) retrieval stage, and a generation stage…
Every resource requires environment, owner-team, cost-center, and data-classification tags at minimum, enforced at the infrastructure-as-code level rather than through a manually-a
Every module follows the same file layout — main.tf, variables.tf, outputs.tf, and a versions.tf pinning provider versions — with every variable documented with a…
Unit cost (cloud spend divided by a business metric like transactions or active users), commitment utilization (percentage of reserved or committed spend actually consumed),…
The standard pattern separates platform-services clusters (running shared tooling like the observability stack and ingress controllers) from workload clusters, so a platform-toolin
Mandatory MFA for all privileged accounts, centralized audit logging with a minimum 12-month retention, default-deny network security groups, and encryption at rest for all…
The standard pattern uses a top-level compartment per environment (Production, Non-Production, Shared Services), with workload-level compartments nested beneath each, keeping IAM p
Resource Type describes the format (Architecture, Guide, Whitepaper, and so on), Topic describes the subject matter, Technology and Cloud Platform describe the specific tools…