| DiskANN, pg_diskann, filtered vector search, azure vector index tuning, vector search azure, HNSW indexes azure | azure-postgresql-vector-diskann | User needs DiskANN (Azure-only), filtered vector search, or is on Azure and needs index advice |
| azure_ai, azure_openai, ai.complete, in-database embeddings, LLM from SQL, generate embeddings SQL, call AI from SQL, connect azure openai, AI functions from SQL, classify using AI, AI directly in SQL, call GPT from database, call OpenAI from SQL, invoke AI from postgres, run inference in database, ML in PostgreSQL azure, summarize text SQL, sentiment analysis SQL | azure-postgresql-azure-ai | User wants to call LLMs/embeddings directly from SQL (azure_ai extension) |
| azure_ai RAG, in-database RAG pipeline, azure_openai.create_embeddings + search, RAG azure_ai, embeddings without leaving database, batch-embed, RAG system, embed the user, entire RAG pipeline inside, generate embeddings for | azure-postgresql-genai-patterns | User wants end-to-end RAG using azure_ai (in-DB embeddings). If app-driven RAG on Azure, use generic postgresql-genai-rag instead |
| azure.extensions, allowlist, extension on Azure, azure_pg_admin, extension Flexible Server, install extension azure, permission denied extension azure, permission denied to create extension | azure-postgresql-extension-lifecycle | Extension install ON AZURE (allowlist workflow). Generic postgresql-extensions covers non-Azure |
| Entra ID, managed identity, service principal, passwordless auth, AAD token, Entra ID postgres, token-based connection, token expir | azure-postgresql-entra-id-auth | Azure-specific auth only. No generic equivalent. |
| built-in PgBouncer, azure connection pooling, pool_mode azure Flexible Server, connection pooling azure | azure-postgresql-connection-pooling | Azure built-in PgBouncer. Generic postgresql-connection-management covers standalone PgBouncer |
| provision Flexible Server, az postgres create, resize azure postgres, Burstable, GeneralPurpose, MemoryOptimized, IOPS scaling, Terraform azure postgres, create azure postgres, max_connections azure, scale down, scale storage, shrink storage, scale up, change tier, change SKU, increase compute, increase vCores, upgrade tier, server configuration, compute tier, storage tier, resize server, server sizing | azure-postgresql-provisioning | Azure-specific. No generic equivalent. |
| zone redundant HA, zone-redundant, failover azure, PITR, read replica azure, geo-restore, backup azure postgres, high availability azure postgres, same-zone HA | azure-postgresql-ha-disaster-recovery | Azure HA/DR. No generic equivalent. |
| Private Link, VNet, firewall rule azure, SSL azure, TLS azure, public access azure, private endpoint postgres, network access azure, can't connect, connection refused azure, SSL connection is required, certificate verify failed, connection timeout azure, network connectivity azure, allow IP, whitelist IP | azure-postgresql-networking-ssl | Azure networking. No generic equivalent. |
| Query Store, index recommendations, performance insights, intelligent tuning, query performance azure, slow queries azure, indexes Azure PostgreSQL recommends | azure-postgresql-intelligent-tuning | Azure-specific monitoring. Generic postgresql-query-performance covers EXPLAIN-based tuning |
| major version upgrade, maintenance window, in-place upgrade, MVU, upgrade postgres azure, schedule maintenance, upgrade my Azure PostgreSQL, upgrade from version | azure-postgresql-upgrades-maintenance | Azure-specific. No generic equivalent. |