Intelligent Management Agent

An intelligent agent system that uses advanced LLM capabilities combined with custom tools to provide an intuitive interface for various management and automation tasks.

Features

Core System

• 🧠 Advanced LLM-powered reasoning and response generation
• 🛠️ Extensible tool system for custom operations
• 💾 Persistent session management with context isolation
• 🔍 Vector-based memory system for relevant context retrieval

Current Tools

• calculator: Perform mathematical calculations
• read_file: Read and analyze code files
• edit_file: Make changes to system files
• manage_session: Handle conversation contexts

Installation

1. Clone the repository:

git clone https://github.com/yourusername/intelligent-management-agent.git
cd intelligent-management-agent

2. Install dependencies:

npm install

3. Set up environment variables:

cp .env.example .env
# Edit .env with your API keys and configuration

Required environment variables:

• GROQ_API_KEY: Your Groq API key
• PINECONE_API_KEY: Your Pinecone API key
• PINECONE_INDEX: Your Pinecone index name

Usage

Start the agent:

npm start

Session Management Commands

• /new [name] - Create a new session
• /switch [id] - Switch to a different session
• /list - List all sessions
• /clear - Clear current session history
• /delete [id] - Delete a session
• /help - Show available commands
• /exit - Exit the application

Example Interactions

You> Analyze the performance metrics for Project X
Agent> I'll help you analyze the performance metrics. Let me gather the necessary information...

You> Generate a summary report for the last quarter
Agent> I'll generate a summary report. Would you like to specify any particular metrics to focus on?

Project Roadmap

Immediate Tasks

• Database Operations Tool

  • CRUD operations
  • Query builder and executor
  • Transaction management

• Authentication & Authorization

  • User authentication system
  • Role-based access control
  • Permission management

• Workflow Management

  • Process automation
  • Task scheduling
  • Workflow templates

• Integration Tools

  • External API connectors
  • Data import/export
  • Third-party service integration

• Reporting & Analytics

  • Custom report generation
  • Data visualization
  • Analytics dashboard integration

Future Enhancements

• Real-time notifications
• Document management system
• Multi-language support
• Audit logging
• Mobile interface
• Batch processing capabilities

Architecture

The agent is built with a modular architecture:

graph TD
    A[Main Agent] --> B[Session Manager]
    A --> C[Tool System]
    A --> D[Memory Service]
    C --> E[Custom Tools]
    C --> F[System Tools]
    C --> G[Integration Tools]
    B --> H[Storage Service]
    D --> I[Vector Store]

Loading

Components

• Session Manager: Handles conversation contexts and persistence
• Tool System: Extensible framework for custom operations
• Memory Service: Manages conversation history and context
• Storage Service: Handles data persistence
• Vector Store: Enables semantic search and retrieval

Development

Adding New Tools

1. Create a new tool class extending BaseTool:

import { BaseTool } from './base.tool.js';

export class MyTool extends BaseTool {
    get name() {
        return 'my_tool';
    }

    get description() {
        return 'Description of what the tool does';
    }

    get parameters() {
        return {
            type: 'object',
            properties: {
                // Define parameters
            },
            required: []
        };
    }

    async execute(params) {
        // Implement tool logic
    }
}

2. Register the tool in tool.registry.js:

registerDefaultTools() {
    this.registerTool(new MyTool());
}

Contributing

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

License

MIT License - See LICENSE file for details