Git Agent

• 

  NPU Utilization

• 

  Terminal Interface

• 

  Ability to Run commands

Inspiration

To help out fellow developers or people using GIT version control. We want to provide advice AND the ability to run commands.

What it does

It is a chatbot to help people interact and run GIT commands in simple English.

How we built it

It is build using python and a lot of imports :) It utilizes the AMD Ryzen AI NPU chip by having a quantized model. It also has access to your repo specific GIT information to create and run GIT commands specific to your needs.

Challenges we ran into

• making a model that utilized the NPU
• the prompt engineering and replacing the first model as it was a bit dumb
• regex capturing the commands generated for use

Accomplishments that we're proud of

• working understanding of the GIT repo
• ability to generate user specific information
• ability to run git commands that it generates

What we learned

• working with NPU specific AI models
• making a specialized AI agent (agentic AI)
• prompt engineering
• concurrent programming

What's next for Git Agent

• Integrating RAG for further global awareness of the repo
• more autonomous command execution
• applying this agent to other software like Docker, Kubernetes, or SQL

Built With

• git
• lemonade
• python