Matrix

This repo provides a Agentic AI Framework

This is main title

graph TD
  %% Layer 1 Subgraph
  subgraph Layer1[Layer 1]
    A1[Block A]
    B1[Block B]
    C1[Block C]
  end

  %% Layer 2 Subgraph
  subgraph Layer2[Data Layer]
    A2[Ingestion]
    B2[Vectorization]
    C2[Vector]
  end

  %% Connections between layers
  
  B1 --> B2
  C1 --> C2
  A1 --> Layer2

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Components of Agentic AI Framework

• Task Management Tools
• Decision and Reasoning Tools
• Monitoring and Incident Tool Integration
• Security Tool Integration
• Compliance Tool Integration
• Content Generation
• Customer Interaction
• Resource Management in Cloud
• DevOps Automation
• Monitoring & Alerting
• Customer Personalization
• Predictive Maintenance
• Enterprise Data Integration

Matrix Framework Documentation

Overview

Matrix is a comprehensive Agentic AI Framework that provides enterprise-grade tools and services for building intelligent applications. The framework is built on .NET 8 and follows a modular, layered architecture pattern.

Architecture

High-Level Architecture Diagram

graph TD
    subgraph Client[Client Layer]
        Portal[Angular Portal]
        ClientApp[Client Application]
    end

    subgraph Gateway[API Gateway]
        ServiceGateway[Matrix.ServiceGateway]
    end

    subgraph CoreLayers[Core Framework Layers]
        AgenticLayer[Agentic Layer]
        ModelLayer[Model Layer]
        DataSourceLayer[Data Source Layer]
        IngestionLayer[Ingestion Layer]
        MessagingLayer[Messaging Layer]
    end

    subgraph DataLayer[Data Layer]
        Storage[Data Storage]
        Messaging[Message Queues]
        VectorDB[Vector Database]
    end

    Client --> Gateway
    Gateway --> CoreLayers
    CoreLayers --> DataLayer

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Layer Documentation

1. Client Layer

Assembly: Matrix.Portal, Client.csproj

Portal Application (Matrix.Portal)

Modern Angular-based web application providing user interface for:

• Agent Management
• Data Source Configuration
• Model Registry
• System Monitoring

Client Application

.NET 8 client application for programmatic access to the framework.

2. API Gateway Layer

Assembly: Matrix.ServiceGateway

Primary entry point for all client-server communications:

• Request routing
• Authentication/Authorization
• Rate limiting
• Request/Response transformation
• Monitoring and logging

3. Agentic Layer

Namespace: Matrix.AgenticLayer

Core Components

AgentRegistry

Assembly: Matrix.AgenticLayer.AgentRegistry

public interface IAgentRegistry
{
    Task<Agent> RegisterAgent(AgentRegistration registration);
    Task<Agent> GetAgent(string agentId);
    Task<IEnumerable<Agent>> GetAgents(AgentQuery query);
}

BaseAgent

Assembly: Matrix.AgenticLayer.BaseAgent

public abstract class BaseAgent
{
    protected virtual Task Initialize();
    protected abstract Task Execute();
    protected virtual Task Cleanup();
}

AgentBuilder

Assembly: Matrix.AgenticLayer.Builders

public interface IAgentBuilder
{
    IAgentBuilder WithCapability<T>() where T : IAgentCapability;
    IAgentBuilder WithConfiguration(AgentConfiguration config);
    Task<IAgent> BuildAsync();
}

4. Model Layer

Namespace: Matrix.ModelLayer

Core Services

• Model Registration
• Model Versioning
• Model Deployment
• Model Monitoring

Key Interfaces

public interface IModelRegistry
{
    Task<Model> RegisterModel(ModelRegistration registration);
    Task<Model> GetModel(string modelId, string version);
    Task<IEnumerable<Model>> GetModels(ModelQuery query);
}

5. Data Source Layer

Namespace: Matrix.DataSourceLayer

Supports multiple data source types:

• Structured (Databases)
• Semi-structured (JSON, XML)
• Unstructured (Text, Documents)
• Multimedia (Images, Audio, Video)
• Streaming (Real-time data)
• Vector (Embeddings)

Key Interfaces

public interface IDataSourceConnector
{
    Task<Connection> Connect(ConnectionParameters parameters);
    Task<QueryResult> ExecuteQuery(Query query);
    Task<StreamingResult> StreamData(StreamingParameters parameters);
}

6. Ingestion Layer

Namespace: Matrix.IngestionLayer

Components

1. Chunking Service

   • Document splitting
   • Context preservation
   • Metadata extraction

2. Configuration Service

   • Pipeline configuration
   • Processing rules
   • Validation rules

3. Connectors

   • Azure Search Integration
   • Custom source connectors

7. Messaging Layer

Namespace: Matrix.MessagingLayer

Core Components

1. Messaging Engine

   • Message routing
   • Event publication
   • Message transformation

2. Azure Service Bus Connector

   • Queue management
   • Topic subscription
   • Message filtering

Framework Components

1. Task Management Tools

• Task scheduling
• Priority management
• Resource allocation
• Task monitoring

2. Decision and Reasoning Tools

• Rule engine integration
• Decision tree processing
• Inference engine
• Reasoning framework

3. Security Integration

• Authentication providers
• Authorization rules
• Data encryption
• Audit logging

4. Monitoring & Alerting

• Health checks
• Performance metrics
• Alert configuration
• Dashboard integration

5. Content Generation

• Template processing
• Multi-format support
• Version control
• Content validation

6. Enterprise Integration

• Data connectors
• Protocol adapters
• Transform mappings
• Integration patterns

API Documentation

RESTful Endpoints

Agent Management

POST /api/agents
GET /api/agents
GET /api/agents/{id}
PUT /api/agents/{id}
DELETE /api/agents/{id}

Model Registry

POST /api/models
GET /api/models
GET /api/models/{id}/versions/{version}
PUT /api/models/{id}
DELETE /api/models/{id}

Data Sources

POST /api/datasources
GET /api/datasources
GET /api/datasources/{id}
PUT /api/datasources/{id}
DELETE /api/datasources/{id}

Development Guide

Prerequisites

• .NET 8 SDK
• Node.js 18+
• Angular CLI
• Azure subscription (optional)

Project Structure

src/
├── Client/
├── Framework/
│   ├── AgenticLayer/
│   ├── ModelLayer/
│   ├── DataSourceLayer/
│   ├── IngestionLayer/
│   └── MessagingLayer/
└── Tests/

Building

dotnet build Matrix.sln

Testing

dotnet test Matrix.sln

Deployment

Infrastructure Requirements

• Azure App Service
• Azure SQL Database
• Azure Service Bus
• Azure Cognitive Search
• Azure Key Vault

Configuration

{
  "ServiceGateway": {
    "BaseUrl": "https://api.example.com",
    "ApiVersion": "v1"
  },
  "Authentication": {
    "Authority": "https://login.microsoftonline.com/",
    "Audience": "api://matrix"
  }
}

Security

Authentication

• Azure AD integration
• JWT token validation
• Certificate-based auth
• API key management

Authorization

• Role-based access control
• Resource-based authorization
• Scope validation
• Claims transformation

Best Practices

Code Guidelines

• Follow C# coding conventions
• Use dependency injection
• Implement interface segregation
• Maintain loose coupling

Testing Strategy

• Unit tests per component
• Integration tests
• Performance tests
• Security tests

Logging

• Structured logging
• Correlation IDs
• Performance metrics
• Audit trails

Support & Maintenance

Monitoring

• Application Insights integration
• Custom metrics
• Alert rules
• Dashboard templates

Troubleshooting

• Logging levels
• Diagnostic tools
• Health checks
• Error handling

Version History

• v1.0.0 - Initial release
• v1.1.0 - Added vector database support
• v1.2.0 - Enhanced security features