GGUFLoader_v2.1.1 Agentic mode

[hussainnazary2]

🎉 GGUF Loader v2.1.1 - Agentic Mode Release

🚀 Major New Feature: Agentic Mode

We're excited to announce the biggest update to GGUF Loader yet! Agentic Mode transforms your local AI into an autonomous coding assistant that can read, create, edit, and organize files in your workspace - all running privately on your machine.

✨ What's New

🤖 Agentic Mode

Turn your AI assistant into an autonomous agent that can:

• 📖 Read Files - Analyze code, documentation, and project structure
• ✍️ Create Files - Generate new source files, configs, and documentation
• ✏️ Edit Files - Modify existing code and update configurations
• 📁 Organize Files - Create folders, move files, and restructure projects
• ⚡ Automate Tasks - Execute multi-step workflows without manual intervention

🎯 Key Features

Seamless Integration

• Toggle Agent Mode - Enable/disable agentic capabilities with a single checkbox
• Workspace Selector - Choose your project folder with an intuitive file browser
• Real-time Status - Visual indicators show agent state (Ready, Processing, Error)
• System Messages - Stay informed with tool execution notifications

Powerful Capabilities

• Tool Execution - Agent can use various tools to accomplish complex tasks
• Multi-step Reasoning - Break down complex problems into manageable steps
• Context Awareness - Understands your project structure and file relationships
• Error Handling - Graceful error recovery with helpful messages

Privacy First

• 100% Local - All processing happens on your machine
• No Cloud Required - Your code never leaves your computer
• Workspace Isolation - Agent only accesses your specified workspace folder

📥 Download

Windows Executable (Recommended)

⬇️ Download GGUFLoader_v2.1.1.exe (~150-300 MB)

Alternative Installation Methods

# Install via pip
pip install ggufloader==2.1.1
ggufloader

# Or run from source
git clone https://github.com/GGUFloader/gguf-loader.git
cd gguf-loader
git checkout v2.1.1
python launch.bat  # Windows
./launch.sh        # Linux/macOS

🎬 Getting Started with Agentic Mode

Step 1: Download and Launch

1. Download the executable above
2. Run GGUFLoader_v2.1.1.exe
3. Windows may show a security warning - click "More info" then "Run anyway"

Step 2: Load a Model

Recommended for Agentic Mode:

• Mistral-7B Instruct (4.23 GB) - ⬇️ Download
  • Excellent reasoning and task automation
  • Fast inference with strong instruction following
  • Perfect for code generation and multi-step workflows

Step 3: Enable Agentic Mode

1. In the left sidebar, find "🤖 Agent Mode"
2. Check "🔧 Enable Agent Mode"
3. Select or browse to your workspace folder
4. Wait for "🟢 Agent: Ready" status

Step 4: Start Automating!

Try these example tasks:

"Create a new Python project structure with main.py, config.py, and README.md"

"Refactor the code in src/ folder and organize it into modules"

"Generate a REST API boilerplate with Flask and proper error handling"

"Create unit tests for all functions in utils.py"

"Update all configuration files to use environment variables"

📋 Full Changelog

Added

• 🤖 Agentic Mode - Autonomous agent with file system access and tool execution
• 🎛️ Agent Mode Toggle - Enable/disable agent capabilities from main chat window
• 📁 Workspace Selector - Choose project folder with dropdown and file browser
• 📊 Agent Status Indicators - Real-time status display (Inactive, Initializing, Ready, Error)
• 💬 System Messages - Tool execution notifications and agent status updates
• 🔄 Automatic Message Routing - Seamless switching between chat and agent modes
• 📝 Agent Mode Documentation - Comprehensive guides and troubleshooting
• 🎨 Enhanced UI - New agent mode section in sidebar with modern controls

Changed

• 🔧 Improved Addon System - Better integration with agentic_chatbot addon
• 📡 Enhanced Signal Flow - Real-time updates for agent operations
• 🎯 Better Error Handling - More informative error messages and recovery
• 📚 Updated Documentation - New guides for agentic mode usage

Fixed

• 🐛 Model Loading - Improved stability when switching between modes
• 🔌 Addon Detection - Better handling of addon availability checks
• 💾 Workspace Persistence - Workspace selection now remembered between sessions

🎯 Use Cases

For Developers

• Rapid Prototyping - Generate boilerplate code and project structures instantly
• Code Refactoring - Automate code organization and restructuring tasks
• Documentation - Generate README files, API docs, and code comments
• Testing - Create unit tests and test fixtures automatically

For Teams

• Standardization - Apply coding standards across multiple files
• Migration - Automate code migration and dependency updates
• Configuration - Update configs and environment files consistently

For Learning

• Project Templates - Generate learning projects with proper structure
• Code Examples - Create working examples for different patterns
• Best Practices - Learn by seeing well-structured code generation

🛠️ System Requirements

• OS: Windows 10/11, Linux, or macOS
• RAM: 4GB minimum (8GB recommended for agentic mode)
• Storage: 2GB free space + model size
• GPU: Optional (CUDA/OpenCL support for faster inference)

📚 Documentation

• Agent Mode Guide - Complete agentic mode documentation
• Quick Start - Get started in minutes
• User Guide - Full feature documentation
• FAQ - Common questions answered

🤝 Contributing

We welcome contributions! This release was made possible by our amazing community. See CONTRIBUTING.md for guidelines.

🐛 Known Issues

• Agent mode requires a model to be loaded before activation
• First-time workspace creation may take a few seconds
• Some complex file operations may require multiple steps

🔜 Coming Soon

• Persistent agent conversation history
• Agent configuration profiles
• Tool execution visualization
• Performance metrics and analytics
• Multi-agent collaboration

💬 Support & Feedback

• 🐛 Report Issues: GitHub Issues
• 💭 Discussions: GitHub Discussions
• 📧 Email: hossainnazary475@gmail.com

🙏 Acknowledgments

Special thanks to:

• Our community for feature requests and feedback
• Contributors who helped test agentic mode
• The llama.cpp team for the excellent GGUF format
• Everyone who supports local AI development

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Built with ❤️ by the GGUF Loader community

Previous Versions

• v2.1.0 - Floating Chat addon
• v2.0.1 - Stability improvements
• v2.0.0 - Complete rewrite

Checksums

SHA256: [To be added after build]
MD5: [To be added after build]

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This discussion was created from the release GGUFLoader_v2.1.1 Agentic mode.