Azure Cosmos DB Skill

This skill provides expert guidance for Azure Cosmos DB. 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: This file may be large. Use the Category Index below to locate relevant sections, then use read_file with specific line ranges (e.g., L136-L144) to read the sections needed for the user's question

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
• Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Troubleshooting	L37-L90	Diagnosing and fixing Cosmos DB issues across APIs and SDKs: errors (400–503, 401/403/404/409/429), timeouts, performance, connectivity, CMK/backup, and using metrics/logs for root-cause analysis.
Best Practices	L91-L151	Performance, scaling, partitioning, indexing, cost optimization, SDK usage, and HA/DR best practices for Cosmos DB (NoSQL, MongoDB, Cassandra, PostgreSQL) and legacy DocumentDB.
Decision Making	L152-L207	Guides for choosing Cosmos DB options (consistency, throughput, backup, analytics, vector search), estimating cost/RUs, and planning/migrating workloads across APIs (Core, Mongo, Cassandra, PostgreSQL).
Architecture & Design Patterns	L208-L250	Architectural patterns for Cosmos DB and PostgreSQL: multitenancy, sharding, HA/DR, change feed, HTAP, real-time analytics, and AI/LLM agents, memory, vectors, and semantic caching.
Limits & Quotas	L251-L291	Limits, quotas, and behaviors for Cosmos DB (all APIs): throughput, autoscale, burst, backup/PITR, partitions, indexing, free tier, fleets, serverless, and PostgreSQL cluster constraints.
Security	L292-L358	Securing Cosmos DB and related services: identity/RBAC, keys and encryption, network isolation (VNet, Private Link, firewalls), TLS, auditing, policies, and threat protection.
Configuration	L359-L486	Configuring and managing Cosmos DB and related services: throughput, indexing, backup/restore, partitioning, search/vector, monitoring, networking, SDK settings, emulators, and IaC (Bicep/ARM/Terraform).
Integrations & Coding Patterns	L487-L822	Patterns and code samples for integrating apps, tools, and data pipelines with Azure Cosmos DB (all APIs), including SDK usage, change feed, Kafka/Spark, migrations, and vector/RAG.
Deployment	L823-L847	Deploying and managing Cosmos DB and Azure DocumentDB: ARM/Bicep/Terraform templates, CI/CD, scaling, backup/restore, upgrades, maintenance, and start/stop operations for various APIs.

Troubleshooting

Topic	URL
Run diagnostic log queries for Cosmos DB Cassandra	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/diagnostic-queries
Use Log Analytics to diagnose Cosmos DB Cassandra server errors	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/error-codes-solution
FAQ and troubleshooting for Cassandra API materialized views	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views-faq
Troubleshoot common Cosmos DB Cassandra API errors	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-common-issues
Resolve NoHostAvailableException and NoNodeAvailableException in Cosmos DB Cassandra	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-nohostavailable-exception
Troubleshoot revoked-state Cosmos DB CMK accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/cmk-troubleshooting-guide
Use advanced diagnostics queries to troubleshoot Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/diagnostic-queries
Query diagnostics logs for Cosmos DB Gremlin issues	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/diagnostic-queries
Use diagnostics queries to troubleshoot Cosmos DB MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/diagnostic-queries
Troubleshoot common Cosmos DB MongoDB errors	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/error-codes-solutions
Prevent rate-limiting errors in Cosmos DB MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/prevent-rate-limiting-errors
Troubleshoot query performance in Cosmos DB MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/troubleshoot-query-performance
Troubleshoot with aggregated diagnostics logs for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-aggregated-logs
Write basic diagnostics queries to troubleshoot Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-logs-basic-queries
Monitor normalized request units for workload analysis	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-normalized-request-units
Analyze request unit consumption for Cosmos DB operations	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-request-unit-usage
Diagnose server-side latency with Cosmos DB metrics	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-server-side-latency
Resolve common issues with Cosmos DB partial document updates	https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-faq
Determine true distributed table size in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-table-size
Troubleshoot connection issues to Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-common-connection-issues
Resolve read-only state in Cosmos DB for PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-read-only
Run diagnostic queries for distributed clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-useful-diagnostic-queries
Resolve issues with same-account continuous backup restore	https://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-frequently-asked-questions
Use Azure SRE Agent to diagnose Cosmos DB issues	https://learn.microsoft.com/en-us/azure/cosmos-db/site-reliability-engineering-agent
Fix Cosmos DB 400 bad request and partition key errors	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-bad-request
Troubleshoot Azure Functions triggers for Cosmos DB change feed	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-changefeed-functions
Troubleshoot cross-tenant CMK issues in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-cmk
Troubleshoot Cosmos DB 409 conflict exceptions	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-conflict
Troubleshoot Azure Cosmos DB .NET SDK issues	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk
Resolve Cosmos DB .NET 'request header too large' errors	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-header-too-large
Fix HTTP 408 timeouts in Cosmos DB .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-time-out
Troubleshoot slow requests in Cosmos DB .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-slow-request
Troubleshoot Cosmos DB 403 forbidden exceptions	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-forbidden
Diagnose and troubleshoot Cosmos DB async Java SDK v2	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-async-sdk
Fix HTTP 408 timeouts in Cosmos DB Java v4 SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-request-time-out
Resolve service unavailable errors in Cosmos DB Java v4 SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-service-unavailable
Diagnose and troubleshoot Cosmos DB Java SDK v4 issues	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-v4
Troubleshoot Cosmos DB 404 not found exceptions	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-not-found
Diagnose and troubleshoot Cosmos DB Python SDK issues	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-python-sdk
Troubleshoot Azure Cosmos DB query performance issues	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-query-performance
Resolve Cosmos DB 429 request rate too large errors	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-rate-too-large
Fix Azure Cosmos DB HTTP 408 request timeouts	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-time-out
Diagnose Cosmos DB SDK availability in multi-region setups	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-sdk-availability
Resolve Cosmos DB service unavailable (503) exceptions	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-service-unavailable
Resolve Cosmos DB unauthorized (401) exceptions	https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-unauthorized
Use Cosmos DB metrics and insights to debug issues	https://learn.microsoft.com/en-us/azure/cosmos-db/use-metrics
Resolve common Azure DocumentDB questions and issues	https://learn.microsoft.com/en-us/azure/documentdb/faq
Troubleshoot CMK encryption issues in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/how-to-database-encryption-troubleshoot
Troubleshoot common Azure DocumentDB errors and issues	https://learn.microsoft.com/en-us/azure/documentdb/troubleshoot-common-issues
Troubleshoot Azure DocumentDB replication connectivity and performance	https://learn.microsoft.com/en-us/azure/documentdb/troubleshoot-replication

Best Practices

Topic	URL
Apply automated performance and cost recommendations in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/automated-recommendations
Benchmark Azure Cosmos DB for NoSQL with YCSB	https://learn.microsoft.com/en-us/azure/cosmos-db/benchmarking-framework
Best practices for Azure Cosmos DB .NET SDK v3	https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-dotnet
Best practices for Azure Cosmos DB Java SDK v4	https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-java
Best practices for Azure Cosmos DB Python SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-python
Apply performance best practices for Cosmos DB JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/best-practices-javascript
Adapt Apache Cassandra applications to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/adoption
Apply recommended Cosmos DB Cassandra driver extension settings	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/driver-extensions
Implement lightweight transactions in Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/lightweight-transactions
Use materialized views in Cosmos DB Cassandra API (preview)	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views
Avoid rate-limiting errors with server-side retries in Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/prevent-rate-limiting-errors
Use secondary indexing in Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/secondary-indexing
Design resilient Cosmos DB SDK client applications	https://learn.microsoft.com/en-us/azure/cosmos-db/conceptual-resilient-sdk-applications
Configure conflict resolution policies for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/conflict-resolution-policies
Choose an IoT partition key strategy for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/design-partitioning-iot
Plan Cosmos DB disaster recovery and failover	https://learn.microsoft.com/en-us/azure/cosmos-db/disaster-recovery-guidance
Apply Cosmos DB best practices via Agent Kit	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/agent-kit
Apply Cosmos DB-aware GitHub Copilot practices in VS Code	https://learn.microsoft.com/en-us/azure/cosmos-db/github-copilot-visual-studio-code-best-practices
Use hierarchical partition keys in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys
FAQ for Cosmos DB hierarchical partition keys	https://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys-faq
Redistribute Cosmos DB throughput across partitions	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-redistribute-throughput-across-partitions
Use Cosmos DB indexing metrics to tune performance	https://learn.microsoft.com/en-us/azure/cosmos-db/index-metrics
Handle large partition keys and avoid collisions in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/large-partition-keys
Model and partition Cosmos DB data with a real example	https://learn.microsoft.com/en-us/azure/cosmos-db/model-partition-example
Redistribute throughput across Cosmos MongoDB partitions	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/distribute-throughput-across-partitions
Optimize indexing for Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/indexing
Optimize write performance in Cosmos DB MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/optimize-write-performance
Optimize Azure Cosmos DB MongoDB after migration	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/post-migration-optimization
Prepare MongoDB workloads for Cosmos DB migration	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/pre-migration-steps
Use MongoDB read preference with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/readpreference-global-distribution
Optimize Azure Cosmos DB costs for dev and production	https://learn.microsoft.com/en-us/azure/cosmos-db/optimize-costs
Apply partitioning and scaling best practices in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/partitioning
Improve performance with Cosmos DB .NET SDK v2	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips
Performance tips for Cosmos DB Async Java SDK v2	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-async-java
Improve performance with Cosmos DB .NET SDK v3	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-dotnet-sdk-v3
Performance tips for Cosmos DB Sync Java SDK v2	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java
Improve performance with Cosmos DB Java SDK v4	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java-sdk-v4
Optimize Azure Cosmos DB Python SDK performance	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-python-sdk
Optimize query performance with Cosmos DB SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-query-sdk
Monitor and tune Cosmos DB for PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-monitoring
Monitor multi-tenant workloads in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-multi-tenant-monitoring
Performance tuning for distributed PostgreSQL workloads	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-performance-tuning
Optimize pgvector performance on Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-optimize-performance-pgvector
Understand and use Azure Cosmos DB SQL query metrics	https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics
Understand and optimize Request Units in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/request-units
Best practices for scaling Cosmos DB provisioned throughput	https://learn.microsoft.com/en-us/azure/cosmos-db/scaling-provisioned-throughput-best-practices
Design and use synthetic partition keys in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/synthetic-partition-keys
Control throughput in Cosmos DB Spark connector	https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-control-spark
Bulk import data into Cosmos DB for NoSQL with .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-dotnet-bulk-import
Apply background indexing best practices in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/background-indexing
Apply cross-region replication and DR best practices in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/cross-region-replication
Implement HA and cross-region replication best practices in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/high-availability-replication-best-practices
Use indexing best practices for Azure DocumentDB collections	https://learn.microsoft.com/en-us/azure/documentdb/how-to-create-indexes
Optimize Azure DocumentDB queries using Index Advisor	https://learn.microsoft.com/en-us/azure/documentdb/index-advisor
Optimize performance for Azure Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/best-practice-performance
Apply HA and DR best practices for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/resilient-applications
Use write-through cache to improve Cassandra managed instance performance	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/write-through-cache

Decision Making

Topic	URL
Choose analytics and BI options for Cosmos DB data	https://learn.microsoft.com/en-us/azure/cosmos-db/analytics-and-business-intelligence-overview
Apply Cosmos DB near real-time analytics to key use cases	https://learn.microsoft.com/en-us/azure/cosmos-db/analytics-and-business-intelligence-use-cases
Map Cassandra consistency levels to Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/consistency-mapping
Migrate on-premises Cassandra data to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data
Migrate Apache Cassandra data to Cosmos DB Cassandra using Databricks	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-databricks
Live-migrate Apache Cassandra to Cosmos DB Cassandra with dual-write	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-dual-write-proxy
Choose scaling options for Cosmos DB Cassandra accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/scale-account-throughput
Evaluate Cassandra feature support in Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/support
Select appropriate change feed mode for Cosmos DB workloads	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-modes
Choose appropriate consistency levels in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/consistency-levels
Estimate Cosmos DB RU/s from existing vCores	https://learn.microsoft.com/en-us/azure/cosmos-db/convert-vcore-to-request-unit
Decide when to use Azure Cosmos DB dedicated gateway	https://learn.microsoft.com/en-us/azure/cosmos-db/dedicated-gateway
Choose and implement data migration from DynamoDB to Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/dynamodb-data-migration-cosmos-db
Estimate Cosmos DB RU/s and cost with capacity planner	https://learn.microsoft.com/en-us/azure/cosmos-db/estimate-ru-with-capacity-planner
Use Fleet Analytics to monitor Cosmos DB usage and costs	https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics
Choose between kNN and ANN for Cosmos DB vector search	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/knn-vs-ann
Choose between manual and autoscale throughput in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-choose-offer
Migrate from .NET bulk executor to SDK v3 bulk	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library
Migrate from Java bulk executor to SDK v4 bulk	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library-java
Migrate from legacy change feed processor library to Cosmos DB .NET V3	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-change-feed-library
Migrate from Cosmos DB Kafka connector V1 to V2	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-kafka-connector-v1-to-v2
Use Azure Cosmos DB integrated cache for cost and latency	https://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache
Plan and execute large-scale data migration to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate
Migrate Cosmos DB from periodic to continuous backup	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-continuous-backup
Upgrade applications to Azure Cosmos DB .NET SDK v2	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v2
Upgrade applications to Azure Cosmos DB .NET SDK v3	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v3
Upgrade applications to Azure Cosmos DB Java SDK v4	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-java-v4-sdk
Migrate one-to-few relational data models to Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-relational-data
Choose between Cosmos DB for MongoDB and Atlas	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/compare-mongodb-atlas
Evaluate benefits of upgrading to Cosmos DB MongoDB 4.0+	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/compression-cost-savings
Map MongoDB consistency to Cosmos DB levels	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/consistency-mapping
Estimate RU throughput and cost for Cosmos MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/estimate-ru-capacity-planner
Migrate from Cosmos MongoDB API to Azure DocumentDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-migrate-documentdb
Upgrade Cosmos DB MongoDB API version safely	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/upgrade-version
Use multi-region writes for high availability in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/multi-region-writes
Plan Cosmos DB network bandwidth usage and costs	https://learn.microsoft.com/en-us/azure/cosmos-db/network-bandwidth
Choose and use Cosmos DB backup modes	https://learn.microsoft.com/en-us/azure/cosmos-db/online-backup-and-restore
Decide when to use burstable compute	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-burstable-compute
Choose initial Cosmos DB for PostgreSQL cluster size	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-initial
Select shard count for Cosmos DB for PostgreSQL tables	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-shard-count
Classify workloads for Cosmos DB PostgreSQL scaling	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-classify
Understand pricing and cost options for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-pricing
Choose and use Cosmos DB serverless accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/serverless
Decide between Cosmos DB Table and Azure Table Storage	https://learn.microsoft.com/en-us/azure/cosmos-db/table/support
Decide between provisioned throughput and serverless in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-serverless
Choose Azure first-party services for MongoDB workloads	https://learn.microsoft.com/en-us/azure/documentdb/azure-mongo-first-party
Choose between Azure DocumentDB and MongoDB Atlas	https://learn.microsoft.com/en-us/azure/documentdb/compare-mongodb-atlas
Choose and configure high performance storage for DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/high-performance-storage
Assess MongoDB workloads and plan migration to Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/how-to-assess-plan-migration-readiness
Evaluate MongoDB compatibility across managed services including DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/managed-service-compatibility
Choose offline or online MongoDB migration to Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/migration-options
Select offline or online MongoDB migration path to Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/migration-options

Architecture & Design Patterns

Topic	URL
Implement AI agents and memory solutions with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/ai-agents
Understand and use Cosmos DB analytical store	https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-introduction
Choose Cosmos DB change feed design patterns and trade-offs	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-design-patterns
Use Cosmos DB change feed for real-time e-commerce analytics	https://learn.microsoft.com/en-us/azure/cosmos-db/changefeed-ecommerce-solution
Design multitenant applications with Azure Cosmos DB fleets	https://learn.microsoft.com/en-us/azure/cosmos-db/fleet
Design agent memory patterns using Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/agentic-memories
Model AI knowledge graphs on Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/cosmos-ai-graph
Design semantic cache for LLMs using Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/semantic-cache
Architect multitenant generative AI apps on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/multi-tenancy-vector-search
Design for AZ outage resiliency in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-availability-zones
Design colocated tables in Azure Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-colocation
High availability and DR for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-high-availability
Learn node and table types in Cosmos DB PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-nodes
Use read replicas in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-read-replicas
Understand sharding models in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-sharding-models
Determine application type for distributed data modeling	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-app-type
Choose distribution columns for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-choose-distribution-column
Understand scaling concepts in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-concepts
Model high-throughput transactional apps on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-high-throughput
Model scalable multi-tenant apps on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-multi-tenant
Model real-time analytics apps on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-real-time
Design microservices architectures on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-microservices
Design a scalable multi-tenant database on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-multi-tenant
Design real-time dashboards on Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-realtime
Implement reverse ETL patterns with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/reverse-extract-transform-load
Build serverless apps with Azure Functions and Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/serverless-computing-database
Apply Cosmos DB social media data modeling patterns	https://learn.microsoft.com/en-us/azure/cosmos-db/social-media-apps
Use Synapse Link HTAP architecture with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/synapse-link
Use Cosmos DB as an integrated vector database	https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database
Use autoscale for variable workloads in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/autoscale
Learn Azure DocumentDB availability and DR internals	https://learn.microsoft.com/en-us/azure/documentdb/availability-disaster-recovery-under-hood
Understand in-region high availability design in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/high-availability
Design sharding strategy for Azure DocumentDB collections	https://learn.microsoft.com/en-us/azure/documentdb/partitioning
Design a Go-based AI agent using DocumentDB vector search	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-agent-go
Implement RAG with Azure DocumentDB, LangChain, and OpenAI	https://learn.microsoft.com/en-us/azure/documentdb/rag
Design an AI advertisement generator with DocumentDB and OpenAI	https://learn.microsoft.com/en-us/azure/documentdb/tutorial-ai-advertisement-generation
Architect an AI travel agent with LangChain and DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/tutorial-ai-agent
Design dual-write Spark migration to Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dual-write-proxy-migration
Architect Spark-based migrations to Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/spark-migration

Limits & Quotas

Topic	URL
Autoscale throughput limits and behaviors in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/autoscale-faq
Use burst capacity and understand RU limits in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity
FAQ on Cosmos DB burst capacity limits and behavior	https://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity-faq
Review FAQs and limits for Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/faq
Azure Cosmos DB service quotas and default limits	https://learn.microsoft.com/en-us/azure/cosmos-db/concepts-limits
FAQ on Cosmos DB continuous backup and PITR limits	https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-frequently-asked-questions
Understand limits and pricing for Cosmos DB continuous backup	https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-introduction
FAQ on Cosmos DB throughput redistribution limits	https://learn.microsoft.com/en-us/azure/cosmos-db/distribute-throughput-across-partitions-faq
FAQ on Azure Cosmos DB fleets, fleetspaces, and accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-faq
Manage throughput pools in Azure Cosmos DB fleets	https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-pools
Use Cosmos DB lifetime free tier limits effectively	https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier
Understand and use Cosmos DB global secondary indexes (preview)	https://learn.microsoft.com/en-us/azure/cosmos-db/global-secondary-indexes
Runtime limits for Cosmos DB Gremlin engine	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/limits
Alert on Cosmos DB logical partition 20 GB limit	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-alert-on-logical-partition-key-storage-size
Manage Cosmos DB accounts and understand control plane limits	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-database-account
Understand limits and behavior of Cosmos DB integrated cache	https://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache-faq
Request unit charges for key-value operations in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/key-value-store-cost
Migrate nonpartitioned Cosmos DB containers to partitioned	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-containers-partitioned-to-nonpartitioned
Set periodic backup interval and retention limits	https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-modify-interval-retention
Change vCore compute quotas for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-compute-quota
Cluster limits and constraints in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-limits
Supported PostgreSQL versions in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-versions
Compute and storage options for Cosmos DB for PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-compute
Regional and AZ availability for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-regions
FAQ on Cosmos DB priority-based execution limits	https://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution-faq
Serverless performance characteristics and limits in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/serverless-performance
FAQ for Azure Cosmos DB for Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/faq
FAQ on Cosmos DB throughput bucket limits and behavior	https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets-faq
Configure and use change streams in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/change-streams
Review MongoDB feature compatibility limits in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/compatibility-features
Check MQL compatibility across MongoDB versions in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/compatibility-query-language
Understand Azure DocumentDB Free Tier limits and usage	https://learn.microsoft.com/en-us/azure/documentdb/free-tier
Use diagnostic logs for Azure DocumentDB with tier-based availability	https://learn.microsoft.com/en-us/azure/documentdb/how-to-monitor-diagnostics-logs
Configure and understand indexing behavior in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/indexing
Reference Azure DocumentDB service limits and quotas	https://learn.microsoft.com/en-us/azure/documentdb/limitations
Document size and batch write limits in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/max-document-size
Review limits and configuration FAQs for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/faq

Security

Topic	URL
Use managed identity for Cosmos DB access to Key Vault	https://learn.microsoft.com/en-us/azure/cosmos-db/access-key-vault-managed-identity
Configure private endpoints for Cosmos DB analytical store	https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-private-endpoints
Audit Cosmos DB control plane operations with logs	https://learn.microsoft.com/en-us/azure/cosmos-db/audit-control-plane-logs
Configure RBAC permissions for Cosmos DB continuous backup restore	https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-permissions
Configure Cosmos DB to meet data residency requirements	https://learn.microsoft.com/en-us/azure/cosmos-db/data-residency
Use Microsoft Defender threat protection for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/defender-for-cosmos-db
Configure Dynamic Data Masking in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/dynamic-data-masking
Secure Azure Cosmos DB for Gremlin accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/security
Add and assign Cosmos DB RBAC user roles	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-add-assign-user-roles
Use Always Encrypted client-side encryption in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-always-encrypted
Configure CORS settings for Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cross-origin-resource-sharing
Configure IP firewall rules for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-firewall
Secure Cosmos DB with Network Security Perimeter	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-nsp
Configure Azure Private Link for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-private-endpoints
Set up Cosmos DB virtual network access	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-vnet-service-endpoint
Configure Entra ID RBAC access for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-connect-role-based-access-control
Rotate primary and secondary keys in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-rotate-keys
Configure cross-tenant CMK encryption for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-cross-tenant-customer-managed-keys
Configure customer-managed keys with Key Vault for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys
Enable customer-managed keys on existing Cosmos DB accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-existing-accounts
Configure CMK for Cosmos DB with Azure Managed HSM	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-mhsm
Authenticate Spark to Cosmos DB with service principal	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-spark-service-principal
Configure RBAC for Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-setup-role-based-access-control
Understand RBAC roles in Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/role-based-access-control
Apply Azure Policy governance to Cosmos DB resources	https://learn.microsoft.com/en-us/azure/cosmos-db/policy
Use built-in Azure Policy definitions for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/policy-reference
Configure PostgreSQL and Entra ID authentication	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-authentication
Use customer-managed keys with Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-customer-managed-keys
Configure public network access for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-firewall-rules
Set up private access for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-private-access
Implement row-level security for multi-tenant clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-row-level-security
Configure Entra ID and PostgreSQL roles for authentication	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-configure-authentication
Configure customer-managed key encryption for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-customer-managed-keys
Enable and configure pgAudit logging	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-enable-audit
Configure firewall rules for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-manage-firewall-using-portal
Enable private access with Private Link for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-private-access
Configure TLS connection security for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ssl-connection-security
Create Cosmos DB PostgreSQL cluster with private access	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-private-access
Reference for Cosmos DB data plane RBAC roles	https://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security
Reference for Cosmos DB data plane RBAC roles	https://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security
Protect Cosmos DB resources with Azure locks	https://learn.microsoft.com/en-us/azure/cosmos-db/resource-locks
Review Cosmos DB Azure Policy compliance controls	https://learn.microsoft.com/en-us/azure/cosmos-db/security-controls-policy
Enforce minimum TLS version for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/self-serve-minimum-tls-enforcement
Store Cosmos DB credentials securely in Azure Key Vault	https://learn.microsoft.com/en-us/azure/cosmos-db/store-credentials-key-vault
Configure Entra ID RBAC for Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Use data plane RBAC roles in Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security
Use data plane RBAC roles in Cosmos DB Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security
Prepare Cosmos DB accounts for TLS 1.3	https://learn.microsoft.com/en-us/azure/cosmos-db/tls-support
Configure Azure DocumentDB firewall rules and access	https://learn.microsoft.com/en-us/azure/documentdb/how-to-configure-firewall
Configure Entra ID RBAC for Azure DocumentDB access	https://learn.microsoft.com/en-us/azure/documentdb/how-to-connect-role-based-access-control
Configure customer-managed keys for Azure DocumentDB encryption	https://learn.microsoft.com/en-us/azure/documentdb/how-to-data-encryption
Use Azure Private Link with Azure DocumentDB securely	https://learn.microsoft.com/en-us/azure/documentdb/how-to-private-link
Enable and manage public access to Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/how-to-public-access
Filter document fields by access with $redact in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$redact
Manage secondary native users and privileges in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/secondary-users
Secure Azure DocumentDB clusters with network and data controls	https://learn.microsoft.com/en-us/azure/documentdb/security
Assign Cosmos DB service principal roles for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/add-service-principal
Configure customer-managed keys for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/customer-managed-keys
Enable LDAP authentication for Cassandra managed instance clusters	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/ldap
Secure Cassandra managed instances with VPN and routing rules	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/use-vpn

Configuration

Topic	URL
Audit Cosmos DB point-in-time restore operations	https://learn.microsoft.com/en-us/azure/cosmos-db/audit-restore-continuous
Deploy and configure Azure Cosmos DB with Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/bicep-samples
Retrieve RU charge for Cassandra API queries	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/find-request-unit-charge
Configure provisioned and autoscale throughput for Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/how-to-provision-throughput
Deploy and configure Cassandra API accounts with Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/manage-with-bicep
Configure monitoring and insights for Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/monitor-insights
Use tokens and token() function in Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/tokens
Change the partition key of a Cosmos DB container	https://learn.microsoft.com/en-us/azure/cosmos-db/change-partition-key
Configure and run Synapse Link on Cosmos DB accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/configure-synapse-link
Configure Cosmos DB container copy jobs for data migration	https://learn.microsoft.com/en-us/azure/cosmos-db/container-copy
Understand Cosmos DB resource model for point-in-time restore	https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-resource-model
Configure Azure Monitor alerts for Cosmos DB resources	https://learn.microsoft.com/en-us/azure/cosmos-db/create-alerts
Use keyboard shortcuts in Cosmos DB Data Explorer	https://learn.microsoft.com/en-us/azure/cosmos-db/data-explorer-shortcuts
Configure and use Azure Cosmos DB local emulator	https://learn.microsoft.com/en-us/azure/cosmos-db/emulator
Run Azure Cosmos DB Linux-based emulator container	https://learn.microsoft.com/en-us/azure/cosmos-db/emulator-linux
Control Cosmos DB Windows emulator via CLI and PowerShell	https://learn.microsoft.com/en-us/azure/cosmos-db/emulator-windows-arguments
Retrieve request unit charges for Cosmos DB queries	https://learn.microsoft.com/en-us/azure/cosmos-db/find-request-unit-charge
Reference schema for Azure Cosmos DB Fleet Analytics tables	https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics-schema-reference
Configure and use full-text search in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/full-text-search
Configure hybrid vector and full-text search in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/hybrid-search
Configure Sharded DiskANN vector indexes in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/sharded-diskann
Reference stopwords for Cosmos DB full-text search	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/stopwords
Interpret Cosmos DB Gremlin response headers	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/headers
Use execution profile in Cosmos DB Gremlin	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/reference-execution-profile
Change Cosmos DB from serverless to provisioned throughput	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-change-capacity-mode
Configure advanced settings for Cosmos DB Azure Functions trigger	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cosmos-db-trigger
Configure Cosmos DB global secondary indexes to optimize queries	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-global-secondary-indexes
Configure Azure Cosmos DB integrated cache and gateway	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-integrated-cache
Enable and configure Per Partition Automatic Failover in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-per-partition-automatic-failover
Configure Cosmos DB containers, partition keys, and throughput	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-container
Create and configure Azure Cosmos DB fleets and fleetspaces	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-fleet
Configure multiple independent Cosmos DB triggers in Azure Functions	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-multiple-cosmos-db-triggers
Define unique key constraints on Cosmos DB containers	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-define-unique-keys
Use Azure Cosmos DB emulator for local development and CI	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-develop-emulator
Enable Azure Cosmos DB Fleet Analytics in Fabric	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-enable-fleet-analytics
Index and query GeoJSON geospatial data in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-geospatial-index-query
Manage multi-region conflict resolution in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-conflicts
Configure and override Cosmos DB consistency levels	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-consistency
Manage Cosmos DB indexing policies via SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-indexing-policy
Configure Cosmos DB multi-region writes in SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-multi-master
Enable and configure autoscale throughput in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-autoscale-throughput
Provision container-level throughput in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-container-throughput
Provision database-level throughput in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-database-throughput
Restore deleted Cosmos DB containers or databases in same account	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-restore-in-account-continuous-backup
Configure time to live (TTL) for Cosmos DB containers and items	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-time-to-live
Monitor Cosmos DB change feed processor with the estimator	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-change-feed-estimator
Configure indexing policies in Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/index-policy
Configure account-level throughput limits in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/limit-total-account-throughput
Provision Cosmos DB NoSQL with Bicep templates	https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-bicep
Deploy Cosmos DB NoSQL using ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-templates
Create Cosmos DB NoSQL resources with Terraform	https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-terraform
Configure and manage Azure Cosmos DB partition merges	https://learn.microsoft.com/en-us/azure/cosmos-db/merge
Retrieve RU charges for Cosmos MongoDB operations	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/find-request-unit-charge
Configure capabilities on Cosmos DB MongoDB accounts	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-capabilities
Configure multi-region writes in Cosmos DB MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-multi-region-write
Create and configure Cosmos DB MongoDB collections	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-create-container
Configure throughput for Cosmos DB MongoDB resources	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-provision-throughput
Manage Cosmos DB for MongoDB using Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/manage-with-bicep
Deploy Cosmos DB for MongoDB with ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/resource-manager-template-samples
Configure per-document TTL in Cosmos MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/time-to-live
Reference for Cosmos DB monitoring metrics and logs	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-reference
Configure diagnostic settings and resource logs for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-resource-logs
Configure redundancy for periodic backup storage	https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-storage-redundancy
Configure periodic backup storage redundancy options	https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-update-storage-redundancy
Configure columnar table storage and compression	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-columnar
Configure PgBouncer connection pooling for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-connection-pool
Use DNS names and connection strings for cluster nodes	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-node-domain-name
Configure metric alerts for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-alert-on-metric
Configure availability zones for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-availability-zones
Configure high availability for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-high-availability
Access and use logs for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-logging
Create and modify distributed tables with SQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-modify-distributed-tables
Monitor tenant statistics with multi-tenant monitoring	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitor-tenant-stats
View and interpret Cosmos DB PostgreSQL metrics	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitoring
Manage read replicas in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-read-replicas-portal
Restore Cosmos DB for PostgreSQL clusters via Azure portal	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restore-portal
Configure Cosmos DB for PostgreSQL cluster resources	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-grow
Rebalance shards in Cosmos DB for PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-rebalance
Provision Cosmos DB PostgreSQL clusters using Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-create-bicep
Distribute tables across nodes in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-distribute-tables
Use PostgreSQL extensions in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-extensions
Server parameter reference for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-parameters
Shard data across worker nodes in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-shard
Configure priority-based request execution in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution
Provision Cosmos DB accounts with continuous backup and PITR	https://learn.microsoft.com/en-us/azure/cosmos-db/provision-account-continuous-backup
Configure autoscale throughput for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/provision-throughput-autoscale
Retrieve SQL query performance metrics with .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance
Get Cosmos DB query metrics using Python SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance-python
Provision Cosmos DB database and container with Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-bicep
Provision Cosmos DB database and container with ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-json
Provision Cosmos DB database and container using Terraform	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-terraform
Restore Cosmos DB accounts using continuous backup	https://learn.microsoft.com/en-us/azure/cosmos-db/restore-account-continuous-backup
Restore deleted Cosmos DB resources in same account with continuous backup	https://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-introduction
Configure same-account point-in-time restore resources	https://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-resource-model
Provision Azure Cosmos DB for NoSQL using Terraform	https://learn.microsoft.com/en-us/azure/cosmos-db/samples-terraform
Configure Cosmos DB SDK observability with OpenTelemetry	https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-observability
Retrieve RU charges for Cosmos DB Table queries	https://learn.microsoft.com/en-us/azure/cosmos-db/table/find-request-unit-charge
Configure Cosmos DB Table containers via portal and SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-create-container
Provision Azure Cosmos DB Table accounts with Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/table/manage-with-bicep
Configure global distribution for Cosmos DB for Table	https://learn.microsoft.com/en-us/azure/cosmos-db/table/tutorial-global-distribution
Configure throughput buckets for shared Cosmos DB workloads	https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets
Configure time-to-live (TTL) expiration in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/time-to-live
Tune connection configuration for Cosmos DB Java SDK v4	https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-java-sdk-v4
Tune connection configuration for Cosmos DB .NET SDK v3	https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-net-sdk-v3
Configure log transformations for Cosmos DB workspace data	https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-log-transformation
Define and use unique key policies in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/unique-keys
Configure compute and storage options for DocumentDB clusters	https://learn.microsoft.com/en-us/azure/documentdb/compute-storage
Configure compute and storage for Azure DocumentDB clusters	https://learn.microsoft.com/en-us/azure/documentdb/compute-storage
Use Exact Nearest Neighbor vector search in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/enn-vector-search
Configure full-text search indexes in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/full-text-search
Use half-precision vectors in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/half-precision
Configure and manage Azure DocumentDB replication settings	https://learn.microsoft.com/en-us/azure/documentdb/how-to-cluster-replica
Scale and configure Azure DocumentDB clusters and HA	https://learn.microsoft.com/en-us/azure/documentdb/how-to-scale-cluster
Configure hybrid vector and full-text search in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/hybrid-search
Configure product quantization for vector search in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/product-quantization
Configure and use integrated vector store in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/vector-search
Configure hybrid Cassandra clusters using Azure CLI	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/configure-hybrid-cluster-cli
Create and scale Cassandra managed clusters with CLI	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/create-cluster-cli
Configure multi-region Cassandra managed clusters via CLI	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/create-multi-region-cluster
Run nodetool and SSTable DBA commands on Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dba-commands
Automate Cassandra managed instance resource management with CLI	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/manage-resources-cli
Enable and configure materialized views in Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/materialized-views
Configure Azure Monitor metrics and logs for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/monitor-clusters
Configure required outbound network rules for Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/network-rules

Integrations & Coding Patterns

Topic	URL
Use Azure CLI samples for Cosmos DB Cassandra management	https://github.com/azure-samples/azure-cli-samples/tree/master/cosmosdb/cassandra
Use PowerShell samples to manage Cosmos DB Cassandra resources	https://github.com/azure/azure-docs-powershell-samples/tree/master/cosmosdb/cassandra
Consume change data capture feed from Cosmos DB analytical store	https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-change-data-capture
Use .NET bulk executor library for Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-dotnet
Use Java bulk support in Cosmos DB SDK v4	https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-java
Perform bulk operations with Cosmos DB JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-nodejs
Integrate Spring Data Cassandra with Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/access-data-spring-data-app
Consume change feed from Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/change-feed
Configure Spark to access Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/connect-spark-configuration
Provision Cosmos DB Cassandra resources from Java applications	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/create-account-java
Run Glowroot APM with Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/glowroot
Ingest Kafka data into Cosmos DB Cassandra using Kafka Connect	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/kafka-connect
Load data into Cosmos DB Cassandra tables using Java	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/load-data-table
Migrate Oracle data to Cosmos DB Cassandra using Striim	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-striim
Migrate Oracle to Cosmos DB Cassandra using Arcion	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/oracle-migrate-cosmos-db-arcion
Sync PostgreSQL to Cosmos DB Cassandra using Kafka Connect	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/postgres-migrate-cosmos-db-kafka
Query Cosmos DB Cassandra data from Java applications	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/query-data
Connect .NET applications to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-dotnet
Connect Go applications to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-go
Connect Java applications to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-java
Connect Node.js apps to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-nodejs
Connect Python apps to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-python
Run aggregation queries on Cosmos DB Cassandra via Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-aggregation-operations
Insert data into Cosmos DB Cassandra tables from Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-create-operations
Use Azure Databricks Spark with Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-databricks
Perform Cassandra DDL operations from Spark against Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-ddl-operations
Delete data in Cosmos DB Cassandra tables from Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-delete-operation
Connect HDInsight Spark on YARN to Cosmos DB Cassandra API	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-hdinsight
Read Cosmos DB Cassandra table data using Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-read-operation
Copy tables in Cosmos DB Cassandra using Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-table-copy-operations
Upsert data into Cosmos DB Cassandra from Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-upsert-operations
Trigger Azure Functions from Cosmos DB change feed events	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-functions
Implement Cosmos DB change feed processor with .NET and Java	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-processor
Consume Cosmos DB change feed using the pull model	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-pull-model
Process Cosmos DB change feed at scale with Apache Spark	https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-spark
Integrate Cosmos DB Java SDK metrics with Micrometer	https://learn.microsoft.com/en-us/azure/cosmos-db/client-metrics-java
Migrate Java applications from Couchbase to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/couchbase-cosmos-migration
Migrate .NET applications from Amazon DynamoDB to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/dynamo-to-cosmos
Index Blob and SharePoint documents into Cosmos DB for search	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/document-indexer
Integrate Cosmos DB with Semantic Kernel, LangChain, LlamaIndex	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/integrations
Integrate AI agents with Cosmos DB via MCP Toolkit	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/model-context-protocol-toolkit
Build a RAG chatbot with Cosmos DB vector search	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/rag-chatbot
Apply Semantic Reranker to Cosmos DB query results	https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/semantic-reranker
Retrieve latest restorable timestamp for Cosmos DB continuous backup	https://learn.microsoft.com/en-us/azure/cosmos-db/get-latest-restore-timestamp
Enable CDC in analytical store and integrate with Data Factory	https://learn.microsoft.com/en-us/azure/cosmos-db/get-started-change-data-capture
Access Cosmos DB Gremlin system document properties	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/access-system-properties
Execute Gremlin graph queries in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/how-to-write-queries
Integrate Cosmos DB Gremlin with partner tools	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/partner-tools-services
Use TinkerPop Gremlin features with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/support
Convert Cosmos DB .NET session token formats	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-convert-session-token
Delete Cosmos DB items by partition key using SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-delete-by-partition-key
Create Cosmos DB containers using .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-container
Create Cosmos DB databases programmatically with .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-database
Create and upsert Cosmos DB items with .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-item
Connect to Cosmos DB for NoSQL using .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-get-started
Query Cosmos DB items using .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-query-items
Read Cosmos DB items using .NET point reads	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-read-item
Index and query vector data in Cosmos DB with .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-vector-index-query
Build a Java app using Cosmos DB change feed processor	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-java-change-feed
Index and query vector data in Cosmos DB with Java	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-java-vector-index-query
Create Cosmos DB containers using JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-container
Create Cosmos DB databases with JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-database
Create Cosmos DB items using JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-item
Connect to Cosmos DB for NoSQL using JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-get-started
Query Cosmos DB items using JavaScript SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-query-items
Index and query vector data in Cosmos DB with JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-vector-index-query
Migrate data to Azure Cosmos DB using Data Migration Tool	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-desktop-tool
Create Cosmos DB containers using Python SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-container
Create Cosmos DB databases with Python SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-database
Connect to Cosmos DB for NoSQL using Python SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-get-started
Index and query vector data in Cosmos DB with Python	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-vector-index-query
Call Cosmos DB stored procedures, triggers, and UDFs from SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-stored-procedures-triggers-udfs
Write Cosmos DB stored procedures using JavaScript Query API	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-javascript-query-api
Define Cosmos DB stored procedures, triggers, and UDFs in JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-stored-procedures-triggers-udfs
Visualize Synapse Link-enabled Cosmos DB data with Power BI	https://learn.microsoft.com/en-us/azure/cosmos-db/integrated-power-bi-synapse-link
Use JavaScript integrated query API in Cosmos DB server-side code	https://learn.microsoft.com/en-us/azure/cosmos-db/javascript-query-api
Integrate Azure Cosmos DB with Kafka Connect for data streaming	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector
Configure Azure Cosmos DB Kafka sink connector	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink
Configure Azure Cosmos DB Kafka sink connector V2	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink-v2
Configure Cosmos DB Kafka source connector for change feed	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source
Configure Azure Cosmos DB Kafka source connector V2	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source-v2
Use Kafka Connect V2 with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-v2
Use latest restorable timestamp API for Cosmos DB containers	https://learn.microsoft.com/en-us/azure/cosmos-db/latest-restore-timestamp-continuous-backup
Migrate Cosmos DB legacy metrics API to Azure Monitor	https://learn.microsoft.com/en-us/azure/cosmos-db/legacy-migrate-az-monitor
Manage Cosmos DB NoSQL resources using Azure CLI	https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-cli
Automate Cosmos DB NoSQL management with PowerShell	https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-powershell
Use Striim to migrate Oracle data to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-data-striim
Migrate data from Apache HBase to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-hbase
Use MongoDB change streams with Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/change-streams
Connect MongoDB applications to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-account
Use MongoDB Compass with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-compass
Connect Studio 3T to Cosmos DB Mongo API	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-mongochef
Use Mongoose with Azure Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-mongoose
Connect Robo 3T to Azure Cosmos DB Mongo API	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-robomongo
Use Cosmos DB-specific MongoDB extension commands	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/custom-commands
Use MongoDB 3.2 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-32
Use MongoDB 3.6 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-36
Use MongoDB 4.0 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-40
Use MongoDB 4.2 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-42
Use MongoDB 5.0 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-50
Use MongoDB 6.0 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-60
Use MongoDB 7.0 features on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-70
Connect .NET applications to Cosmos DB Mongo API	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-get-started
Manage Cosmos MongoDB collections using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-collections
Manage Cosmos MongoDB databases using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-databases
Manage Cosmos MongoDB documents using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-documents
Query Cosmos MongoDB documents using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-queries
Connect JavaScript apps to Cosmos DB Mongo API	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-get-started
Manage Cosmos MongoDB collections with JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-collections
Manage Cosmos MongoDB databases using JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-databases
Manage Cosmos MongoDB documents with JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-documents
Run MongoDB queries on Cosmos DB using JavaScript	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-queries
Connect Python apps to Cosmos DB Mongo API	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-python-get-started
Manage Cosmos MongoDB databases using Python	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-python-manage-databases
Use MongoDB aggregation pipeline on Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-aggregation
Delete documents in Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-delete
Connect Angular/Node app to Cosmos DB MongoDB via Mongoose	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-develop-nodejs-part-5
Insert documents into Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-insert
Run MongoDB queries against Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-query
Update documents in Cosmos DB for MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-update
Run multi-document transactions on Cosmos MongoDB	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/use-multi-document-transactions
Integrate Azure Cosmos DB with BI tools using ODBC driver	https://learn.microsoft.com/en-us/azure/cosmos-db/odbc-driver
Apply partial document updates (Patch API) in Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update
Implement partial document updates with Cosmos DB SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-getting-started
Connect applications to Azure Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-connect
Ingest data via Azure Blob Storage staging	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-blob-storage
Use Azure Data Factory to ingest into Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-data-factory
Real-time ingestion from Stream Analytics to Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-stream-analytics
Enable and use pgvector on Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-use-pgvector
Use COPY command in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-copy-command
SQL functions reference for Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-functions
System tables and metadata in Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-metadata
Use pg_azure_storage extension with Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-pg-azure-storage
Use .NET SDK to interact with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-dotnet
Use Go SDK to interact with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-go
Use Java SDK to interact with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-java
Use Node.js SDK to interact with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-nodejs
Use Python SDK to interact with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-python
Use Rust SDK (preview) with Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-rust
Implement vector search in Cosmos DB with Node.js	https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-nodejs
Use push and pull models to read Cosmos DB change feed	https://learn.microsoft.com/en-us/azure/cosmos-db/read-change-feed
Query Azure Cosmos DB resources with Azure Resource Graph	https://learn.microsoft.com/en-us/azure/cosmos-db/resource-graph-samples
Use Azure CLI samples for Cosmos DB for NoSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/samples-cli
Use Azure PowerShell samples for Cosmos DB for NoSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/samples-powershell
Use Azure Cosmos DB as ASP.NET session and cache store	https://learn.microsoft.com/en-us/azure/cosmos-db/session-state-and-caching-provider
Insert items into Cosmos DB Table using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-create-item
Create Cosmos DB Table tables with .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-create-table
Connect to Cosmos DB Table using .NET SDK	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-get-started
Read items from Cosmos DB Table using .NET	https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-read-item
Query Azure Cosmos DB for Table using OData and LINQ	https://learn.microsoft.com/en-us/azure/cosmos-db/table/tutorial-query
Use transactional batch operations in Cosmos DB SDKs	https://learn.microsoft.com/en-us/azure/cosmos-db/transactional-batch
Connect Vercel applications to Azure Cosmos DB	https://learn.microsoft.com/en-us/azure/cosmos-db/vercel-integration
Use the aggregate command in Azure DocumentDB queries	https://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/aggregate
Use the count command for Azure DocumentDB collections	https://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/count
Use the distinct command in Azure DocumentDB queries	https://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/distinct
Delete documents with delete in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/delete
Query documents with find() in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/find
Atomically modify documents with findAndModify in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/findandmodify
Paginate results with getMore in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/getmore
Insert documents with insert() in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/insert
Update documents with update() in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/update
Use the Azure DocumentDB Data API over HTTPS	https://learn.microsoft.com/en-us/azure/documentdb/data-api
Use geospatial query support in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/geospatial-support
Build a .NET console app integrating with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/how-to-build-dotnet-console-app
Connect Azure Databricks to Azure DocumentDB with Spark	https://learn.microsoft.com/en-us/azure/documentdb/how-to-connect-from-databricks
Compute averages with $avg in Azure DocumentDB aggregations	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$avg
Use $bottom to return last document in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$bottom
Use $bottomN to return last N documents in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$bottomn
Count documents with $count in Azure DocumentDB aggregations	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$count
Retrieve first value with $first in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$first
Retrieve first N values with $firstN in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$firstn
Retrieve last value with $last in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$last
Retrieve last N values with $lastN in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$lastn
Use $max accumulator operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$max
Retrieve top N values with $maxN in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$maxn
Calculate median values using $median in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$median
Use $min accumulator operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$min
Retrieve bottom N values with $minN in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$minn
Compute population standard deviation with $stddevpop	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$stddevpop
Use $stddevsamp for sample standard deviation in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$stddevsamp
Calculate field sums with $sum in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$sum
Return top document with $top in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$top
Return top N documents with $topN in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$topn
Add or modify fields with $addFields in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$addfields
Group documents into ranges with $bucket in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$bucket
Track real-time changes with $changeStream in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$changestream
Get collection statistics with $collStats in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$collstats
Fill missing sequence values with $densify in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$densify
Create pipelines from literals with $documents in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$documents
Run parallel aggregations with $facet in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$facet
Fill null or missing values with $fill in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$fill
Run geospatial proximity queries with $geoNear in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$geonear
Group and aggregate documents with $group in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$group
Inspect index usage with $indexStats in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$indexstats
Join collections with $lookup in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$lookup
Filter pipeline documents with $match in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$match
Write aggregation results with $merge in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$merge
Persist aggregation output with $out in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$out
Transform documents with $replaceWith in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$replacewith
Randomly sample documents with $sample in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$sample
Set or update fields with $set in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$set
Implement pagination with $skip in DocumentDB pipelines	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$skip
Convert expression types with $convert in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$convert
Check numeric types using $isNumber in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$isnumber
Convert values to Boolean with $toBool in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tobool
Convert values to Date with $toDate in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todate
Convert expressions to Decimal with $toDecimal	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todecimal
Convert values to Double with $toDouble in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todouble
Convert expressions to Integer with $toInt in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$toint
Convert values to Long with $toLong in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tolong
Convert expressions to ObjectId with $toObjectId	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$toobjectid
Convert expressions to String with $toString in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tostring
Use $ positional array update operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$
Update all array elements with $[] in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$positional-all
Use $[identifier] filtered array updates in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$positional-filtered
Remove array elements with $pull in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$pull
Clean up arrays using $pullAll in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$pullall
Append array elements with $push in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$push
Query with $bitsAllClear bitmask operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsallclear
Filter documents using $bitsAllSet in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsallset
Use $bitsAnyClear for bitmask queries in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsanyclear
Use $bitsAnySet for bitmask queries in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsanyset
Update integers with $bit bitwise operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-update/$bit
Apply $bitAnd bitwise operations in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitand
Use $bitNot bitwise operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitnot
Use $bitOr bitwise operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitor
Compare values using $cmp in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$cmp
Filter equal values with $eq in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$eq
Query greater-than values with $gt in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$gt
Query minimum thresholds with $gte in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$gte
Match values from a list using $in in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$in
Filter less-than values with $lt in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$lt
Filter less-than-or-equal values with $lte in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$lte
Exclude specific values with $ne in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$ne
Exclude lists of values with $nin in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$nin
Apply conditional logic with $cond in Azure DocumentDB aggregations	https://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$cond
Handle null values with $ifNull in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$ifnull
Implement multi-branch logic with $switch in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$switch
Use $binarySize operator for binary fields in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/data-size/$binarysize
Use $bsonSize operator to measure document size	https://learn.microsoft.com/en-us/azure/documentdb/operators/data-size/$bsonsize
Add time intervals to dates with $dateAdd in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dateadd
Calculate date differences with $dateDiff in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datediff
Construct dates from parts with $dateFromParts in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datefromparts
Convert strings to dates with $dateFromString in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datefromstring
Subtract time from dates with $dateSubtract in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datesubtract
Extract date components with $dateToParts in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetoparts
Format dates as strings with $dateToString in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetostring
Truncate dates to units with $dateTrunc in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetrunc
Get day of month with $dayOfMonth in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofmonth
Get day of week with $dayOfWeek in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofweek
Get day of year with $dayOfYear in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofyear
Use $hour date operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$hour
Use $isoDayOfWeek operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isodayofweek
Use $isoWeek operator for ISO weeks in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isoweek
Use $isoWeekYear operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isoweekyear
Use $millisecond operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$millisecond
Use $minute operator in Azure DocumentDB queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$minute
Use $month operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$month
Use $second operator in Azure DocumentDB queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$second
Use $week operator and week numbering in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$week
Use $year operator in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$year
Query field existence with $exists in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/element-query/$exists
Filter by field type using $type in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/element-query/$type
Use $expr for aggregation expressions in queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$expr
Validate documents with $jsonSchema in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$jsonschema
Use $regex operator for pattern matching in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$regex
Perform full-text search with $text in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$text
Set current timestamps with $currentDate in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$currentdate
Increment fields using $inc in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$inc
Multiply field values with $mul in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$mul
Rename document fields using $rename in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$rename
Use $setOnInsert for upsert initialization in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$setoninsert
Define rectangular geospatial areas with $box	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$box
Use $center for circular geospatial queries in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$center
Use $centerSphere for spherical geospatial queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$centersphere
Query intersecting locations with $geoIntersects in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geointersects
Specify GeoJSON shapes with $geometry in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geometry
Query contained locations with $geoWithin in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geowithin
Limit search radius with $maxDistance in geospatial queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$maxdistance
Filter by minimum distance with $minDistance in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$mindistance
Find nearby locations with $near in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$near
Use $nearSphere for spherical distance queries in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$nearsphere
Define polygonal geospatial regions with $polygon	https://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$polygon
Use $literal to inject constants in aggregation pipelines	https://learn.microsoft.com/en-us/azure/documentdb/operators/literal-expression/$literal
Combine query clauses with $and in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$and
Apply logical NOR conditions with $nor in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$nor
Negate query conditions with $not in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$not
Match alternative conditions with $or in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$or
Annotate queries with $comment in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$comment
Control natural document order with $natural in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$natural
Use $rand operator in Azure DocumentDB queries	https://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$rand
Access dynamic fields using $getField in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous/$getfield
Randomly sample documents with $sampleRate in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous/$samplerate
Merge documents with $mergeObjects in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$mergeobjects
Transform documents to arrays with $objectToArray	https://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$objecttoarray
Modify embedded fields using $setField in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$setfield
Return query metadata with $meta in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/projection/$meta
Evaluate arrays with $allElementsTrue in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$allelementstrue
Test arrays with $anyElementTrue in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$anyelementtrue
Compute set differences with $setDifference	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setdifference
Compare sets with $setEquals in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setequals
Find common elements using $setIntersection	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setintersection
Check subset relationships with $setIsSubset	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setissubset
Unify arrays with $setUnion in Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setunion
Extract timestamp increments with $tsIncrement	https://learn.microsoft.com/en-us/azure/documentdb/operators/timestamp-expression/$tsincrement
Extract seconds from timestamps with $tsSecond	https://learn.microsoft.com/en-us/azure/documentdb/operators/timestamp-expression/$tssecond
Define query variables with $let in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/variable-expression/$let
Compute population covariance with $covariancePop	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$covariancepop
Compute sample covariance with $covarianceSamp	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$covariancesamp
Assign dense rankings with $denseRank in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$denserank
Calculate rate of change with $derivative	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$derivative
Number documents with $documentNumber in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$documentnumber
Compute exponential moving averages with $expMovingAvg	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$expmovingavg
Integrate values over windows with $integral	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$integral
Fill missing data linearly with $linearFill	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$linearfill
Propagate last values with $locf in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$locf
Rank documents with $rank window operator	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$rank
Shift windowed values with $shift in DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$shift
Build a C# application with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-dotnet
Use .NET with Azure DocumentDB vector search	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-dotnet-vector-search
Build a Go application with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-go
Use Go with Azure DocumentDB vector search	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-go-vector-search
Build a Java application with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-java
Use Java with Azure DocumentDB vector search	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-java-vector-search
Build a Node.js application with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-nodejs
Implement vector search in Azure DocumentDB with Node.js	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-nodejs-vector-search
Build a Python application with Azure DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-python
Implement vector search in Azure DocumentDB with Python	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-python-vector-search
Build a MERN-style Node.js web app with DocumentDB	https://learn.microsoft.com/en-us/azure/documentdb/tutorial-nodejs-web-app
Integrate Jaeger tracing with Cassandra managed instances for monitoring	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/jaeger
Integrate Lucene Index search with Cassandra managed instances	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/search-lucene-index
Integrate Prometheus and Grafana with Cassandra managed instance metrics	https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/visualize-prometheus-grafana

Deployment

Topic	URL
Deploy Cosmos DB Cassandra resources with ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/templates-samples
Deploy web app and Cosmos DB with ARM template	https://learn.microsoft.com/en-us/azure/cosmos-db/create-website
Migrate MongoDB offline to Cosmos DB using native tools	https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-mongotools-cosmos-db
Use backup and restore in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-backup
Start and stop cluster compute nodes safely	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-compute-start-stop
Understand scheduled maintenance for Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-maintenance
Plan and execute cluster upgrades	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-upgrade
Start and stop Cosmos DB PostgreSQL clusters	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-start-stop-cluster
Configure scheduled maintenance in Azure portal	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-maintenance
Restart all nodes in a Cosmos DB PostgreSQL cluster	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restart
Upgrade PostgreSQL and Citus in Cosmos DB PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-upgrade
Terraform support for managing Cosmos DB for PostgreSQL	https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-terraform
Deploy and configure Cosmos DB with ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/samples-resource-manager-templates
Schedule Cosmos DB throughput scaling with Azure Functions	https://learn.microsoft.com/en-us/azure/cosmos-db/scale-on-schedule
Deploy Cosmos DB for Table with ARM templates	https://learn.microsoft.com/en-us/azure/cosmos-db/table/resource-manager-templates
Deploy ASP.NET app with Cosmos DB and managed identity on AKS via Bicep	https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-deploy-app-bicep-aks
Set up Azure DevOps CI/CD with Cosmos DB emulator	https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-setup-ci-cd
Create and use Azure DocumentDB replica clusters for DR	https://learn.microsoft.com/en-us/azure/documentdb/how-to-cross-region-replica-portal
Deploy an Azure DocumentDB cluster using Bicep	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-bicep
Create an Azure DocumentDB cluster in the portal	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-portal
Deploy an Azure DocumentDB cluster using Terraform	https://learn.microsoft.com/en-us/azure/documentdb/quickstart-terraform
Plan Azure DocumentDB deployments by region availability	https://learn.microsoft.com/en-us/azure/documentdb/regional-availability