azure-horizondb

Expert knowledge for Azure Horizondb development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using azure_ai SQL/embedding/rerank, pgvector tuning, Apache AGE graphs, hybrid search, or HorizonDB migration, and other Azure Horizondb related development tasks. Not for Azure Cosmos DB (use azure-cosmos-db), Azure SQL Database (use azure-sql-database), Azure Table Storage (use azure-table-storage), Azure Blob Storage (use azure-blob-storage).

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リポジトリ: MicrosoftDocs/Agent-Skills
ソースの最終更新活動: 2026年8月10日 02:48
検出された SKILL.md の言語: 英語
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Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building B2C user flows/custom policies, configuring IdPs/MFA, securing APIs, automating CI/CD, or monitoring with Sentinel, and other Azure Active Directory B2C related development tasks. Not for Azure Role-based access control (use azure-rbac), Azure Information Protection (use azure-information-protection), Azure Security (use azure-security), Azure Sentinel (use azure-sentinel).

2026-08-10

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Expert knowledge for Azure Kubernetes Service Edge Essentials development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing AKS Edge/Hybrid clusters, Arc connectivity, IoT/OPC/ONVIF workloads, TPM/Key Vault, or SDN VNets, and other Azure Kubernetes Service Edge Essentials related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure IoT Edge (use azure-iot-edge), Azure Stack Edge (use azure-stack-edge).

2026-08-10

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Expert knowledge for Azure Anyscale On Azure development including limits & quotas, security, and configuration. Use when setting up Anyscale image builds, VNET/subnet networking, Azure AD auth, RBAC roles, or region availability, and other Azure Anyscale On Azure related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Container Apps (use azure-container-apps), Azure Batch (use azure-batch), Azure Virtual Machines (use azure-virtual-machines).

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Azure Horizondb Skill

This skill provides expert guidance for Azure Horizondb. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

Azure Horizondb Skill

How to Use This Skill

name	azure-horizondb
description	Expert knowledge for Azure Horizondb development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using azure_ai SQL/embedding/rerank, pgvector tuning, Apache AGE graphs, hybrid search, or HorizonDB migration, and other Azure Horizondb related development tasks. Not for Azure Cosmos DB (use azure-cosmos-db), Azure SQL Database (use azure-sql-database), Azure Table Storage (use azure-table-storage), Azure Blob Storage (use azure-blob-storage).
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata	{"generated_at":"2026-08-09","generator":"docs2skills/1.0.0"}

name	azure-horizondb
description	Expert knowledge for Azure Horizondb development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using azure_ai SQL/embedding/rerank, pgvector tuning, Apache AGE graphs, hybrid search, or HorizonDB migration, and other Azure Horizondb related development tasks. Not for Azure Cosmos DB (use azure-cosmos-db), Azure SQL Database (use azure-sql-database), Azure Table Storage (use azure-table-storage), Azure Blob Storage (use azure-blob-storage).
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata	{"generated_at":"2026-08-09","generator":"docs2skills/1.0.0"}

Category	Lines	Description
Troubleshooting	L37-L42	Diagnosing and fixing HorizonDB extension management errors and resolving TLS connection issues that occur after certificate rotation.
Best Practices	L43-L53	Performance and operations guidance for HorizonDB: data prep for AI, pgvector tuning, partitioning, extensions, Apache AGE, Query Store, and cluster maintenance best practices.
Decision Making	L54-L59	Guidance on choosing between vector, full-text, and hybrid search in HorizonDB, and selecting the optimal vector index type for your data, queries, and performance needs.
Architecture & Design Patterns	L60-L65	Patterns for building RAG with graph data in HorizonDB and implementing hybrid BM25+vector search, including design choices and query strategies.
Limits & Quotas	L66-L71	Managing HorizonDB replica counts, read-scale limits, and how to request quota or limit increases for HorizonDB resources.
Security	L72-L86	Securing HorizonDB clusters: TLS/SSL setup, certs, SCRAM auth, roles/users, admin password, deletion protection, and data-at-rest encryption configuration.
Configuration	L87-L163	Configuring HorizonDB clusters: AI models/pipelines, search/vector indexes, extensions, networking/firewalls, HA/replication, connection/auth, performance, logging, WAL, and resource tuning.
Integrations & Coding Patterns	L164-L176	Using HorizonDB with AI: azure_ai SQL/embedding/rerank functions, LangChain vector store, building knowledge graphs, and integrating/moving data via the Azure Storage extension.
Deployment	L177-L180	Guides for migrating data by dumping PostgreSQL databases and restoring them into HorizonDB, including required tools, commands, and compatibility considerations.

Topic	URL
Resolve common HorizonDB extension management errors	https://learn.microsoft.com/en-us/azure/horizondb/extensions/errors-extensions
Troubleshoot TLS connection failures after HorizonDB cert rotation	https://learn.microsoft.com/en-us/azure/horizondb/security/security-tls-troubleshoot

Topic	URL
Prepare data in HorizonDB for AI apps and agents	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-data-preparation
Optimize pgvector performance in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/optimize-pgvector-performance
Plan and manage scheduled maintenance for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/configure-maintain/concepts-maintenance
Optimize HorizonDB with pg_partman partitioning	https://learn.microsoft.com/en-us/azure/horizondb/configure-maintain/how-to-use-pg-partman
Apply HorizonDB-specific considerations when using extensions	https://learn.microsoft.com/en-us/azure/horizondb/extensions/concepts-extensions-considerations
Apply Apache AGE performance best practices	https://learn.microsoft.com/en-us/azure/horizondb/graph/age-performance
Apply Query Store best practices in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/monitor/concepts-query-store-best-practices

Topic	URL
Choose vector vs full-text vs hybrid search	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-search-overview
Select the right HorizonDB vector index	https://learn.microsoft.com/en-us/azure/horizondb/ai/vector-index-selection-guide

Topic	URL
Design graph-augmented RAG in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/graph-rag
Implement hybrid search with BM25 and vectors	https://learn.microsoft.com/en-us/azure/horizondb/ai/hybrid-search

Topic	URL
Manage HorizonDB replicas and read-scale limits	https://learn.microsoft.com/en-us/azure/horizondb/configure-maintain/how-to-add-remove-replica
Request HorizonDB resource quota and limit increases	https://learn.microsoft.com/en-us/azure/horizondb/configure-maintain/how-to-request-quota-increase

Topic	URL
Enable deletion protection for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/configure-maintain/how-to-enable-deletion-protection
Manage SSL configuration parameters for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-connections-authentication-ssl
Configure TLS security parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-tls
Configure access control and roles in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/security/security-access-control
Configure SCRAM authentication for HorizonDB connections	https://learn.microsoft.com/en-us/azure/horizondb/security/security-connect-scram
Understand data-at-rest encryption in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/security/security-data-encryption
Manage database users in Azure HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/security/security-manage-database-users
Reset administrator password in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/security/security-reset-admin-password
TLS requirements and encryption behavior in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/security/security-tls
Configure TLS/SSL client connections to HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/security/security-tls-how-to-connect
Update trusted root certificates for HorizonDB clients	https://learn.microsoft.com/en-us/azure/horizondb/security/security-update-trusted-root-java

Topic	URL
Configure AI Model Management (AIMM) in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-model-management
Define and run AI pipelines in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-pipelines
Configure pg_textsearch BM25 search in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/full-text-search
Configure DiskANN vector indexing in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/vector-index-diskann
Enable and configure pgvector in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/vector-search-pgvector
Use point-in-time restore for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/backup-restore/how-to-restore-custom-restore-point
Configure pg_durable workflows in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/development/durable-functions
HorizonDB PostgreSQL extensions by engine version	https://learn.microsoft.com/en-us/azure/horizondb/extensions/concepts-extensions-by-engine
Catalog of supported HorizonDB extensions and modules	https://learn.microsoft.com/en-us/azure/horizondb/extensions/concepts-extensions-versions
Allowlist and configure HorizonDB extensions	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-allow-extensions
Configure Azure Storage extension settings in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-configure-azure-storage-extension
Create extensions in Azure HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-create-extensions
Drop extensions safely in HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-drop-extensions
Configure shared_preload_libraries in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-load-libraries
Update extensions in Azure HorizonDB instances	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-update-extensions
List installed extensions and versions in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/extensions/how-to-view-installed-extensions
Enable and manage high availability in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/high-availability/how-to-configure-high-availability
Perform planned and forced failover in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/high-availability/how-to-perform-failover
Understand HorizonDB public access networking model	https://learn.microsoft.com/en-us/azure/horizondb/network/concepts-network-public
Configure networking and connectivity for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/network/how-to-network
Add public access firewall rules for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/network/how-to-network-cluster-public-access-add-firewall
Delete HorizonDB firewall rules for public access	https://learn.microsoft.com/en-us/azure/horizondb/network/how-to-network-cluster-public-access-delete-firewall
List existing firewall rules on HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/network/how-to-network-cluster-public-access-list-firewall
Update HorizonDB firewall rule IP ranges and metadata	https://learn.microsoft.com/en-us/azure/horizondb/network/how-to-network-cluster-public-access-update-firewall
Configure adaptive autovacuum parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-adaptive-autovacuum
Tune autovacuum parameters for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-autovacuum
Configure other client connection defaults in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-client-connection-defaults-defaults
Set client locale and formatting defaults in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-client-connection-defaults-locale-formatting
Manage shared library preloading parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-client-connection-defaults-shared-library-preload
Adjust statement behavior defaults for HorizonDB clients	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-client-connection-defaults-statement-behavior
Configure authentication parameters for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-connections-authentication-authentication
Configure HorizonDB connection settings and max_connections	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-connections-authentication-connection-settings
Tune TCP settings parameters for HorizonDB connections	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-connections-authentication-tcp-settings
Use customized options parameters like blob_block_size_mb	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-customized-options
Configure developer options parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-developer-options
Set error handling parameters for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-error-handling
Configure file location parameters for HorizonDB storage	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-file-locations
Adjust intelligent tuning parameters for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-intelligent-tuning
Manage lock management parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-lock-management
Configure metrics collection parameters for HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-metrics
Set migration-related parameters for HorizonDB clusters	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-migration
Configure PgBouncer parameters for Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-pgbouncer
Tune preset options parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-preset-options
Manage process title parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-process-title
Configure genetic query optimizer parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-query-tuning-genetic-query-optimizer
Configure planner cost constants in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-query-tuning-planner-cost-constants
Control planner method configuration in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-query-tuning-planner-method-configuration
Adjust planner option parameters for HorizonDB queries	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-query-tuning-planner-options
Set replication master server parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-replication-master-server
Understand primary replication parameters availability in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-replication-primary-server
Configure replication slots for HorizonDB high availability	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-replication-sending-servers
Manage standby server replication parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-replication-standby-servers
Configure replication subscriber parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-replication-subscribers
Control logging content with HorizonDB parameters	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-reporting-logging-what-log
Configure logging frequency and timing in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-reporting-logging-when-log
Set logging destinations with HorizonDB parameters	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-reporting-logging-where-log
Tune asynchronous behavior resource usage in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-asynchronous-behavior
Configure background writer resource usage in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-background-writer
Adjust cost-based vacuum delay parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-cost-based-vacuum-delay
Manage disk-related resource usage parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-disk
Configure kernel resource usage parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-kernel-resources
Configure memory and huge pages usage in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-resource-usage-memory
Configure cumulative query and index statistics in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-statistics-cumulative-query-index-statistics
Configure monitoring statistics parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-statistics-monitoring
Understand statistics collector parameter availability in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-statistics-query-index-statistics-collector
Configure platform and client compatibility parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-version-platform-compatibility-platforms-clients
Manage compatibility parameters for previous PostgreSQL versions	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-version-platform-compatibility-postgresql-versions
Configure archive recovery write-ahead log parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-archive-recovery
Set WAL archiving parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-archiving
Configure WAL checkpoint size parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-checkpoints
Manage WAL recovery parameters in Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-recovery
Configure WAL recovery target parameters in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-recovery-target
Tune WAL buffer settings for Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/parameters/parameters-write-ahead-log-settings

Topic	URL
Integrate AI frameworks with Azure HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-frameworks
Use azure_ai SQL functions for GenAI in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/ai-functions
Build knowledge graphs from text with HorizonDB AI	https://learn.microsoft.com/en-us/azure/horizondb/ai/build-knowledge-graph
Use HorizonDB as LangChain vector store	https://learn.microsoft.com/en-us/azure/horizondb/ai/develop-with-langchain
Use create_embeddings() AI function in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/generate-vector-embeddings
Apply azure_ai.rank() semantic reranking in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/ai/semantic-rank-function
Use Azure Storage extension to move data with HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/extensions/concepts-storage-extension
Run quickstart examples for HorizonDB Azure Storage extension	https://learn.microsoft.com/en-us/azure/horizondb/extensions/quickstart-azure-storage-extension
Use Azure Storage extension functions in HorizonDB	https://learn.microsoft.com/en-us/azure/horizondb/extensions/reference-azure-storage-extension

azure-horizondb

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このリポジトリの他の Skills

このリポジトリの他の Skills

Azure Horizondb Skill

How to Use This Skill

Azure Horizondb Skill

How to Use This Skill

Category Index

Troubleshooting

Best Practices

Decision Making

Architecture & Design Patterns

Limits & Quotas

Security

Configuration

Integrations & Coding Patterns

Deployment