Docker Copilot

Querying questions about docker
Running generated docker commands
Copying and pasting code snippets from the generated query

Inspiration

GitHub Copilot revolutionized coding efficiency, inspiring us to craft a parallel innovation for Docker. Thus, Docker Copilot was born—an AI assistant extension designed for Docker Desktop.

What It Does

Docker Copilot is an AI-powered extension for Docker that enables you to obtain Docker-related information and execute commands in natural language within Docker Desktop.

How We Built It

Docker Copilot comprises two primary components:

Docker Extension - Developed using React for the frontend and Go for the backend.
Express Backend - Driven by GPT-3.5 Turbo and Langchain, this backend is customized to accurately address user inquiries via the extension.

Challenges We Ran Into

Navigating the intricacies of Docker extensions was uncharted territory for us, necessitating a steep learning curve.

Accomplishments We're Proud Of

Our team takes immense pride in delivering a functional product that effectively resolves a genuine challenge. Highlights include:

Ability to instantly generate boilerplate code, Makefiles, and Dockerfiles directly from the extension, bypassing manual writing.
Elimination of the need to manually input docker commands by enabling task querying with simple click-to-use functionality.

What We Learned

Our journey has broadened our expertise in Docker extensions as well as our proficiency with GPT and Langchain technologies.

What's Next for Docker Copilot

Anticipating the shift to GPT-4 Turbo, our roadmap for Docker Copilot includes:

Integration with GPT-4 Turbo while introducing features such as browsing capabilities and chat retrievals.
Development of Copilot profile configurations to allow the AI to leverage preset properties within its prompt engineering.
Inclusion of recommended queries and a safety assessment framework tailored to the user’s current project context.
Expansion of support to execute non-Docker CLI commands, thereby enriching the No-CLI Experience.