Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
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Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.
Azure Resource Manager SDK for API Management in .NET.
Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.
Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.
Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
Azure Resource Manager SDK for Fabric in .NET.
Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.
Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.
Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.
Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting.
Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.
Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.
Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.
Auto-instrument Node.js applications with distributed tracing, metrics, and logs.
Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.
Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.
Azure Resource Manager SDK for Cosmos DB in .NET.
Azure Resource Manager SDK for Durable Task Scheduler in .NET.
Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.
Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.
Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.
Azure Resource Manager SDK for Redis in .NET.
Azure Resource Manager SDK for Azure SQL in .NET.
Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.
Build search applications with vector, hybrid, and semantic search capabilities.
Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.
Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
Build content moderation applications using the Azure AI Content Safety SDK for Java.
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.