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How to Build an Automated Commit Message Maker with Generative AI

2.5K views· 88 likes· 8:19· Feb 15, 2024

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Discover the power of Generative AI by building a practical developer application. In this tutorial, we'll walkthrough how to develop a program that fetches staged changes from a specified git branch and uses Google's new Gemini model to automatically generate a meaningful commit message. This video includes setting up authentication through Google AI Studio, configuring the development environment, and writing and executing a Python script on your local machine. Let's dive into the world of AI-driven development and streamline your workflow effortlessly. #AIProgramming #GenerativeAI #GeminiModel #PythonProgramming #Python #SoftwareDevelopment #GenAI #GoogleAIStudio #PythonScripting #SoftwareEngineer #Tutorial #ProgrammingTutorial #GenAITutorial #GoogleGemini #AI #GooglePartner Google AI Studio: https://makersuite.google.com/app/apikey Gemini AI documentation: https://ai.google.dev/tutorials/rest_quickstart Sample GitHub repo: https://github.com/blondiebytes/advanced-calculator/tree/main Completed code: https://github.com/blondiebytes/automated-git-commit-generator

About This Video

Writing git commit messages is a huge pain point that no one seems to be talking about—so in this video I fix it with Generative AI. I show you how to build a tiny Python script that grabs your staged changes (via `git diff --cached`) and sends them to Google’s Gemini model to generate a meaningful, specific commit message automatically. We walk through the whole setup: getting an API key from Google AI Studio, installing the `google-generativeai` dependency, setting your API key as an environment variable, and wiring up Gemini Pro in Python. Then I demo it on a real repo (my advanced calculator) where I staged a change adding a `tan` function. Gemini generates a commit message that includes a clear one-line summary plus a body explaining what changed and how to test it—exactly what I want from a high-quality commit. I also talk about easy improvements: prompting for present tense, generating only the summary line, adding a confirmation step to auto-commit, or even expanding this idea to auto-generate PR descriptions. The big takeaway: with ~18 lines of code, you can streamline your workflow and stop wasting brainpower on commit message formatting.

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