A specialized AI agent for Git repository management, optimized for AMD Ryzen™ AI PCs with NPU acceleration.

• Natural Language Processing: Ask Git questions in plain English
• Smart Command Generation: Get context-aware Git command suggestions
• Safe Execution: Interactive confirmation before running commands
• NPU Accelerated: Optimized for AMD Ryzen AI processors
• Real-time Analysis: Instant repository context awareness
• Educational Explanations: Understand the "why" behind commands

• AMD Ryzen™ AI PC with NPU and iGPU
• Windows 10 or newer
• Python 3.10
• Git 2.40.1+
• Ryzen AI Software

1. Setup Ryzen AI Environment
   Follow the official Qwen1.5-7B-Chat Setup Guide

2. Clone Repository

   git clone https://github.com/yourusername/gitbot-amd.git
   cd gitbot-amd

3. Install Dependencies

   pip install -r requirements.txt

Start the GitBot:

python main.py

User: How to add all untracked files and enter custom commit message 'add new gamma branch'?

LLM: To add all untracked files and create a commit...
Cleaned commands: ['git add .', 'git commit -m "Add new gamma branch"']

Do you want to run: `git add .`? [Y/N] y
Running: git add .

Do you want to run: `git commit -m "Add new gamma branch"`? [Y/N] y
Running: git commit -m "Add new gamma branch"

• quit: Exit the program
• exec: Execute extracted commands from previous response

1. Context Analysis

   • Scans repository using GitRepoParser
   • Builds detailed context snapshot

2. AI Processing

   • Utilizes Qwen1.5-7B-Chat model
   • NPU-accelerated inference
   • Hybrid ONNX runtime

3. Command Handling

   sequenceDiagram
       User->>+GitBot: Natural Language Query
       GitBot->>+NPU: Process Query
       NPU-->>-GitBot: Formatted Response
       GitBot->>User: Show Commands
       User->>GitBot: exec/confirm
       GitBot->>Git: Execute Verified Commands
   

   Loading

4. Safety Features

   • Regex-based command validation
   • Interactive confirmation flow
   • Command sanitization

• Currently CLI-only interface
• Requires specific AMD hardware
• Limited to Git operations
• English-only queries (v1.0)

1. Fork the repository
2. Create feature branch (git checkout -b feature/amazing-feature)
3. Commit changes (git commit -m 'Add amazing feature')
4. Push to branch (git push origin feature/amazing-feature)
5. Open Pull Request

Apache 2.0 - See LICENSE for details

• AMD Ryzen AI Software Team
• Hugging Face Transformers Library
• ONNX Runtime Team