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AI System with Multiple Agents

This project implements a multi-agent system where each agent performs specific tasks, such as managing applications, handling audio processing, performing mathematical calculations, and more. The system includes a supervisor that delegates tasks to the appropriate agents.

Table of Contents

Project Structure

  • agents/: Contains all agent classes.

    • base_agent.py: The base class for all agents.
    • application/: Agents related to application management.
      • application_agent.py: Manages opening applications.
      • web_agent.py: Creates simple web projects.
    • audio/: Agents related to audio processing.
      • audio_agent.py: Processes audio files using Whisper for speech-to-text.
      • voice_control_agent.py: Processes voice commands.
    • backup_restore/: Agents related to backup and restore operations.
      • backup_restore_agent.py: Manages system backups and restores.
    • communication/: Agents related to communication.
      • email_agent.py: Manages email sending and receiving.
      • notification_agent.py: Sends notifications via email, SMS, etc.
    • data_processing/: Agents related to data processing.
      • data_processing_agent.py: Processes data files.
    • database/: Agents related to database management.
      • database_agent.py: Interacts with databases (SQL and NoSQL).
    • email_client/: Agents related to email client operations.
      • email_client_agent.py: Manages sending and receiving emails.
    • file_management/: Agents related to file management.
      • file_management_agent.py: Manages advanced file operations like compression and encryption.
      • document_agent.py: Reads and extracts text from documents.
      • backup_agent.py: Manages system backups and restores.
      • clipboard_agent.py: Interacts with the system clipboard.
      • checksum_agent.py: Calculates and verifies file checksums.
    • file_transfer/: Agents related to file transfer.
      • file_transfer_agent.py: Manages file transfers over the network.
    • log_management/: Agents related to log management.
      • log_management_agent.py: Manages system logs.
    • monitoring/: Agents related to system monitoring.
      • system_monitoring_agent.py: Monitors system performance metrics.
      • power_management_agent.py: Manages power settings and monitors battery status.
      • system_information_agent.py: Retrieves detailed system information.
      • security_agent.py: Handles security operations like scanning for vulnerabilities.
    • multimedia/: Agents related to multimedia processing.
      • graphics_agent.py: Renders 3D objects and plots graphs.
      • video_agent.py: Processes video files.
      • screen_capture_agent.py: Captures screenshots.
    • networking/: Agents related to networking.
      • network_agent.py: Performs network operations like pinging and checking connectivity.
      • browser_automation_agent.py: Automates browser tasks.
    • os_management/: Agents related to OS management.
      • operating_system_agent.py: Manages OS-level tasks like navigating directories.
      • update_agent.py: Manages software updates and installations.
    • performance_monitoring/: Agents related to performance monitoring.
      • performance_monitoring_agent.py: Monitors system performance.
    • scheduler/: Agents related to task scheduling.
      • scheduler_agent.py: Schedules tasks to be executed at specific times.
      • automation_agent.py: Runs automation scripts.
    • ai/: Agents related to AI and machine learning.
      • ai_model_training_agent.py: Trains and evaluates machine learning models.
      • natural_language_agent.py: Processes text for sentiment analysis.
      • tensor_core_agent.py: Provides information about CUDA and tensors.
    • utility/: Utility agents for various tasks.
      • input_agent.py: Handles real-time user input.
      • priority_agent.py: Manages task prioritization.
      • math_agent.py: Performs mathematical calculations.
      • speech_synthesis_agent.py: Converts text to speech.
    • virtual_assistant/: Agents related to virtual assistant functionalities.
      • virtual_assistant_agent.py: Provides virtual assistant capabilities.
    • web_scraping/: Agents related to web scraping.
      • web_scraping_agent.py: Scrapes data from websites.
    • ui/: Agents related to user interface rendering.
      • ui_agent.py: Manages UI components.
    • testing/: Agents related to testing and debugging.
      • testing_agent.py: Tests and debugs other agents.

  • supervisor.py: Manages all agents and delegates tasks.

  • main.py: Entry point for running the system.

  • requirements.txt: List of required Python packages.

  • README.md: Project documentation.

Installation

  1. Clone the repository:

    git clone https://github.com/sslinkyy/AI-PC-Operator.git
cd AI-PC-Operator

  2. Install the required Python packages:

    pip install -r requirements.txt

Usage

  1. Run the main script:

    python main.py

  2. Follow the prompts to select agents and enter commands.

Agents

Application Agents

ApplicationAgent

  • Purpose: Manages opening applications.
  • Command: open_application <app_name>
  • Example: open_application calculator

WebAgent

  • Purpose: Creates simple web projects.
  • Command: create_web <project_details>
  • Example: create_web MyProject

Audio Agents

AudioAgent

  • Purpose: Processes audio files using Whisper for speech-to-text.
  • Command: process_audio <audio_path>
  • Example: process_audio sample.wav

VoiceControlAgent

  • Purpose: Processes voice commands.
  • Command: voice_command
  • Example: voice_command

Backup and Restore Agents

BackupRestoreAgent

  • Purpose: Manages system backups and restores.
  • Commands:
    • backup <source> <destination>
    • restore <source> <destination>
  • Examples:
    • backup /source/dir /backup/dir
    • restore /backup/dir /source/dir

Communication Agents

EmailAgent

  • Purpose: Manages email sending and receiving.
  • Command: send_email <recipient> <subject> <body>
  • Example: send_email example@example.com "Subject" "Email body"

NotificationAgent

  • Purpose: Sends notifications via email.
  • Command: send_notification <email> <message>
  • Example: send_notification example@example.com "Notification message"

Data Processing Agents

DataProcessingAgent

  • Purpose: Processes data files.
  • Command: process_data <file_path>
  • Example: process_data data.csv

Database Agents

DatabaseAgent

  • Purpose: Interacts with databases (SQL and NoSQL).
  • Command: execute_query <db_path> <query>
  • Example: execute_query mydatabase.db "SELECT * FROM users"

Email Client Agents

EmailClientAgent

  • Purpose: Manages sending and receiving emails.
  • Commands:
    • send_email <recipient> <subject> <body>
    • fetch_emails
  • Examples:
    • send_email example@example.com "Subject" "Email body"
    • fetch_emails

File Management Agents

FileManagementAgent

  • Purpose: Manages advanced file operations like compression and encryption.
  • Commands:
    • compress_file <source> <destination>
    • encrypt_file <file_path>
  • Examples:
    • compress_file /source/dir /destination/dir
    • encrypt_file secret.txt

DocumentAgent

  • Purpose: Reads and extracts text from documents.
  • Command: read_document <document_path>
  • Example: read_document document.docx

BackupAgent

  • Purpose: Manages system backups and restores.
  • Commands:
    • backup <source> <destination>
  • Example: backup /source/dir /backup/dir

ClipboardAgent

  • Purpose: Interacts with the system clipboard.
  • Commands:
    • copy_to_clipboard <text>
    • paste_from_clipboard
  • Examples:
    • copy_to_clipboard "Hello, World!"
    • paste_from_clipboard

ChecksumAgent

  • Purpose: Calculates and verifies file checksums.
  • Commands:
    • calculate_checksum <file_path>
    • verify_checksum <file_path> <expected_checksum>
  • Examples:
    • calculate_checksum myfile.txt
    • verify_checksum myfile.txt 123456789abcdef

File Transfer Agents

FileTransferAgent

  • Purpose: Manages file transfers over the network.
  • Command: transfer_file <hostname> <username> <password> <source> <destination>
  • Example: transfer_file 192.168.1.1 user pass /source/file /destination/file

Log Management Agents

LogManagementAgent

  • Purpose: Manages system logs.
  • Command: log_message <message>
  • Example: log_message "This is a log message"

Monitoring Agents

SystemMonitoringAgent

  • Purpose: Monitors system performance metrics.
  • Command: monitor_system
  • Example: monitor_system

PowerManagementAgent

  • Purpose: Manages power settings and monitors battery status.
  • Commands:
    • check_battery
    • shutdown_system
  • Examples:
    • check_battery
    • shutdown_system

SystemInformationAgent

  • Purpose: Retrieves detailed system information.
  • Command: get_system_info
  • Example: get_system_info

SecurityAgent

  • Purpose: Handles security operations like scanning for vulnerabilities.
  • Command: scan_vulnerabilities
  • Example: scan_vulnerabilities

Multimedia Agents

GraphicsAgent

  • Purpose: Renders 3D objects and plots graphs.
  • Commands:
    • render_3d <object_name>
    • plot_graph <equation>
  • Examples:
    • render_3d cube
    • plot_graph "sin(x)"

VideoAgent

  • Purpose: Processes video files.
  • Command: process_video <video_path>
  • Example: process_video video.mp4

ScreenCaptureAgent

  • Purpose: Captures screenshots.
  • Command: capture_screen <file_path>
  • Example: capture_screen screenshot.png

Networking Agents

NetworkAgent

  • Purpose: Performs network operations like pinging and checking connectivity.
  • Commands:
    • ping <hostname>
    • check_bandwidth
  • Examples:
    • ping google.com
    • check_bandwidth

BrowserAutomationAgent

  • Purpose: Automates browser tasks.
  • Commands:
    • navigate_to <url>
    • find_element <selector>
  • Examples:
    • navigate_to https://example.com
    • find_element #main

OS Management Agents

OperatingSystemAgent

  • Purpose: Manages OS-level tasks like navigating directories.
  • Commands:
    • navigate_directory <directory>
    • list_directory
    • create_file <file_name>
  • Examples:
    • navigate_directory /home/user
    • list_directory
    • create_file newfile.txt

UpdateAgent

  • Purpose: Manages software updates and installations.
  • Command: update_system
  • Example: update_system

Performance Monitoring Agents

PerformanceMonitoringAgent

  • Purpose: Monitors system performance.
  • Command: monitor_performance
  • Example: monitor_performance

Scheduler Agents

SchedulerAgent

  • Purpose: Schedules tasks to be executed at specific times.
  • Commands:
    • schedule_task <time> <task>
    • process_tasks
  • Examples:
    • schedule_task 12:00 "backup /source /destination"
    • process_tasks

AutomationAgent

  • Purpose: Runs automation scripts.
  • Command: run_script <script_path>
  • Example: run_script script.sh

AI Agents

AIModelTrainingAgent

  • Purpose: Trains and evaluates machine learning models.
  • Commands:
    • train_model
    • save_model <file_path>
    • load_model <file_path>
  • Examples:
    • train_model
    • save_model model.pth
    • load_model model.pth

NaturalLanguageAgent

  • Purpose: Processes text for sentiment analysis.
  • Command: process_text <text>
  • Example: process_text "I love programming!"

TensorCoreAgent

  • Purpose: Provides information about CUDA and tensors.
  • Commands:
    • cuda_info
    • tensor_info
  • Examples:
    • cuda_info
    • tensor_info

Utility Agents

InputAgent

  • Purpose: Handles real-time user input.
  • Command: User-defined
  • Example: User-defined

PriorityAgent

  • Purpose: Manages task prioritization.
  • Commands:
    • add_task <priority> <task>
    • process_tasks
  • Examples:
    • add_task 1 "backup /source /destination"
    • process_tasks

MathAgent

  • Purpose: Performs mathematical calculations.
  • Command: calculate <expression>
  • Example: calculate "2+2"

SpeechSynthesisAgent

  • Purpose: Converts text to speech.
  • Command: speak <text>
  • Example: speak "Hello, world!"

Virtual Assistant Agents

VirtualAssistantAgent

  • Purpose: Provides virtual assistant capabilities.
  • Command: assist <query>
  • Example: assist "What's the weather like?"

Web Scraping Agents

WebScrapingAgent

  • Purpose: Scrapes data from websites.
  • Command: scrape_website <url>
  • Example: scrape_website https://example.com

UI Agents

UIAgent

  • Purpose: Manages UI components.
  • Command: render_ui <component>
  • Example: render_ui button

Testing Agents

TestingAgent

  • Purpose: Tests and debugs other agents.
  • Commands:
    • run_tests
    • test_agent <AgentName>
  • Examples:
    • run_tests
    • test_agent ApplicationAgent

Contributing

Contributions are welcome! Please read the contributing guidelines before getting started.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Support

For support, please contact support@imobracingonline.com.

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