AIPR (AI-Powered Pull Request) is a Github action designed to streamline issue resolution and improve collaboration within project teams. This action uses ChatGPT by OpenAI to create a pull request (PR) for issues labeled "AIPR" in the repository. The PR created by AIPR contains a solution generated by ChatGPT, which uses machine learning algorithms to generate human-like text based on the issue description and comments. This action is designed to make it faster and easier to resolve issues and improve the overall efficiency of software development teams.
- When an issue is labeled "AIPR" in a project repository, the AIPR Github action is triggered.
- The action uses the issue description and comments to generate a solution using ChatGPT.
- The solution is added to a new PR and pushed to the repository.
- Project collaborators can review the solution and merge the PR if they decide it is an appropriate solution.
There are a few limitations to keep in mind when using AIPR, including:
- AIPR only works for one file, so you need to specify the file in the format './filename.ext', a relative path to the repository.
- To ensure the most accurate solution, it is important to be as descriptive as possible in the issue description and comments.
Change the './README.md' file to add to the Sample Workflow section a parameter target_branch with the main value as an example and include an option 'file_chunks' with a random number value to the on:with key.
- Install the AIPR repository as a dependency in your project.
- Create an issue in your project repository and label it with "AIPR".
- Once the issue is labeled, the AIPR Github action will automatically create a PR to solve the issue using ChatGPT.
- Alternatively, you can manually trigger AIPR by commenting on the issue, such as "Create PR with AIPR 🚀." This will also create a PR using ChatGPT.
A sample workflow file AIPR.yaml inside the workflow folder could look like this:
on:
issues:
types: [labeled, reopened]
issue_comment:
types: [created]
permissions:
contents: write
issues: write
pull-requests: write
jobs:
Creating-PR-using-AIPR:
if: ${{ (github.event_name == 'issues' &&
contains ( github.event.label.name, 'AIPR')) ||
(github.event_name == 'issue_comment' &&
github.event.issue.pull_request &&
contains( github.event.comment.body, 'Create PR with AIPR 🚀')) }}
runs-on: ubuntu-latest
steps:
- name: Executing AIPR action
uses: alexanmtz/AIPR@main
with:
openai_api_key: ${{ secrets.OPENAI_API_KEY }}
openai_tokens: 200 #default is 200
target_branch: main
file_chunks: 10000 # split processing in chunks
This project was created by Alexandre Magno (https://github.com/alexanmtz).
Generated by AIPR