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Akka

    • About Akka
      • What is Akka?
      • Agents
      • Orchestration
      • Memory
      • Streaming
      • Automated Operations
      • Akka Internals
    • Getting Started
      • Set up your dev env
      • Spec-first hello agent
      • Code-first hello agent
      • Multi-agent tutorial
        • Activity agent
        • User preferences
        • Weather agent
        • Orchestrate the agents
        • Dynamic orchestration
        • Evaluating task results
      • RAG chat tutorial
        • Creating the agent
        • Knowledge indexing with a workflow
        • Executing RAG queries
        • Adding UI endpoints
      • Shopping cart tutorial
        • A simple shopping cart service
        • Authenticated user-specific lookup
      • Samples and blueprints
    • Understanding
      • Concepts
      • Foundations
        • Distributed systems
        • Architecture model
        • Deployment model
      • State and execution
        • State model
        • Declarative effects
        • Multi-region operations
      • Agentic concepts
        • AI agents
        • AI orchestration patterns
      • Resources
    • Developing
      • Building with AI
        • Spec-driven development
        • Enforced mode
        • À la carte mode
        • Using an AI coding assistant
      • Components
        • Agents
          • Prompts
          • Agent invocation
          • Session memory
          • Structured responses
          • Failure handling
          • Function tools
          • Streaming responses
          • Multi-agent orchestration
          • Guardrails
          • LLM evaluation
          • Testing
        • Autonomous Agents
          • Agent definition
          • Tasks
          • Coordination patterns
          • Coordination capabilities
          • Client API
          • Notifications
          • Testing
        • Event Sourced Entities
        • Key Value Entities
        • HTTP Endpoints
        • gRPC Endpoints
        • MCP Endpoints
        • Views
        • Workflows
        • Timers
        • Consumers
      • Web applications
      • Integrations
        • Component and service calls
        • AI & models
        • Data & knowledge
        • Object storage
        • Messaging & events
        • APIs & protocols
        • Identity & security
        • Observability
        • Streaming
      • Configuration
        • Setup and dependency injection
        • Serialization
        • Errors and failures
        • Access Control Lists (ACLs)
        • JSON Web Tokens (JWT)
        • AI model provider configuration
        • Data sanitization
        • Metrics
        • Run a service locally
        • Run locally with a broker
        • Run a local cluster
      • Design considerations
    • Operating
      • Self-managed operations
      • Akka Automated Operations
        • Organizations
          • Manage users
          • Regions
        • Projects
          • Create
          • Manage users
          • Configure a container registry
            • Configure an external container registry
          • Configure message brokers
            • Google Pub/Sub
            • Confluent Cloud
            • AWS MSK Kafka
            • Aiven for Kafka
            • Self-hosted Kafka
            • Azure Event Hubs
          • Manage secrets
          • Manage external secrets
        • Services
          • Deploy and manage services
          • Service configuration overrides
          • Invoking Akka services
          • Viewing data
          • Data migration