aevatar GAgents

aevatar GAgents#

Repos: https://github.com/aevatarAI/aevatar-gagents

Aevatar GAgents is a custom intelligent agent solution designed to enable developers to customize agents and quickly create, manage, and deploy them on aevatar Station.

Component Overview#

Aevatar GAgents is a sophisticated intelligent agent platform built on .NET 8.0, designed to enable rapid development, management, and deployment of custom agents on Aevatar Station. The system utilizes event-sourcing architecture and distributed computing principles to create a scalable and maintainable agent ecosystem.

Key Features#

  • Custom agent creation and management
  • Event-sourcing based state management
  • Distributed computing support
  • Social media integration
  • Blockchain integration
  • Advanced AI capabilities
  • Technical Architecture

    • Technology Stack#

  • .NET 9.0: Core development framework
  • ABP 8.2.0: Application framework for enterprise development
  • Orleans 7.0: Distributed computing framework
  • Orleans Event Sourcing: State management
  • Orleans Stream: Event streaming

    • System Components#

  • Core Layer (Basic Module)
    • Base agent implementations
    • Event sourcing infrastructure
    • State management
    • Message publishing system
  • AI Layer
    • Autogen integration (will be replaced)
    • MicroAI processing
    • RAG (Retrieval-Augmented Generation)
  • Integration Layer
    • Social media connectors (Twitter, Telegram)
    • Blockchain integration (AElf)
    • External API handlers
  • Core Components

    • Basic Module (Aevatar.GAgents.Basic)#

    The foundation of the system, providing core functionality for agent creation and management.

    Key Components:#

  • GAgentBase<TState, TEvent>
    • Base class for all agents
    • Handles state management
    • Implements event sourcing
    • Manages agent lifecycle
  • PublishingGAgent
    • Handles event publishing
    • Manages message distribution
    • Implements IPublishingGAgent interface
  • GroupGAgent
    • Manages agent groups
    • Handles agent registration/unregistration
    • Coordinates group activities

    • Event Sourcing System#

  • StateBase: Base class for agent state
  • SEventBase: Base class for event sourcing events
  • EventBase: Base class for external messages
  • Integration Components

    • Social Media Integration#

  • Twitter Integration (Aevatar.GAgents.Twitter)
    • Tweet management
    • User authentication
    • Response handling
  • Telegram Integration (Aevatar.GAgents.Telegram)
    • Bot implementation
    • Message handling
    • User interaction

    • Blockchain Integration (Aevatar.GAgents.AElf)#

  • Smart contract interaction
  • Transaction management
  • Chain state monitoring

    • AI Integration#

  • Autogen Integration
    • AI model management
    • Response generation
    • Context handling
  • RAG System
    • Document retrieval
    • Knowledge base management
    • Query processing
  • Development Guide

    • Creating a New Agent#

    Define Agent State#

    [GenerateSerializer]
public class CustomAgentState : StateBase
{
    [Id(0)] public Guid Id { get; set; }// Add custom state properties
}

    Create Event Classes#

    public class CustomGEvent : SEventBase
{
    [Id(0)] public string EventData { get; set; }
}

    Implement Agent Class#

    [StorageProvider(ProviderName = "PubSubStore")]
[LogConsistencyProvider(ProviderName = "LogStorage")]
public class CustomGAgent : GAgentBase<CustomAgentState, CustomGEvent{// Implement agent logic
}

    Best Practices#

  • Always use event sourcing for state changes
  • Implement proper error handling
  • Use async/await for all I/O operations
  • Follow the Orleans actor model patterns
  • Implement proper logging
  • Deployment

    • Prerequisites#

  • .NET 9.0 SDK
  • Orleans runtime
  • Required dependency packages:
    • Aevatar.Core (v1.0.2)
Aevatar.EventSourcing.Core (v1.0.2)
Aevatar.Core.Abstractions (v1.0.2)

    Configuration#

  • Storage Provider setup
  • Log Consistency Provider configuration
  • Network configuration
  • Security settings

    • Deployment Steps#

  • Build the solution
  • Configure environment variables
  • Deploy Orleans silo hosts
  • Start agent services
  • Monitor system health

    • Security Considerations#

  • API key management
  • Authentication and Authorization
  • Data encryption
  • Secure communication channels
  • Audit logging

    • Performance Optimization#

  • State management optimization
  • Event sourcing best practices
  • Network communication optimization
  • Resource utilization monitoring

    • Edited on: 3 March 2025 12:02:07 GMT+0