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Setting up a new Github Action Application for AI Support #2
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Summary of ChangesLogging Improvements
Code Refactoring
Code Cleanup
Enhancements and Recommendations
Overall Assessment
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} | ||
} | ||
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Consider removing or disabling this console.log
statement once you have verified that the summary generation is working correctly, to keep the code clean and avoid unnecessary logging in production.
const diff = parser.parseDiffString(dif); | ||
const filteredDiff = diff.filter((file: { to: any; }) => { | ||
const diff = parseDiff(dif); | ||
const filteredDiff = diff.filter((file) => { | ||
return !excludedFiles.some((pattern) => | ||
minimatch(file.to ?? "", pattern) | ||
); | ||
}); |
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The commented-out code block beginning at line 179 appears to be redundant as the functionality has been reintroduced immediately after the commented section. Consider removing the commented-out block for improved code readability and maintainability.
- Provide a detailed feedback of the pull request based on the diff below. | ||
- Please write the result in Github Markdown Format. | ||
- Provide the written feedback in the following JSON format: {"feedback": [{"changesOverview": "<changesOverview>", "feedback": "<feedback", "improvements", "<improvements>", "conclusion": "<conclusion>"}]}. | ||
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There seems to be an unused empty line here. It would be more concise to remove it for cleaner code.
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export async function summaryOfAllFeedback(feedbacks: any[]) { | ||
const systemMessage = ` |
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Unnecessary logging statement console.log('feedbacks', feedbacks);
has been removed, this change helps to clean the code by eliminating potentially verbose debugging output.
Pull Request Body
Summary of Changes
This pull request includes several significant updates and improvements to streamline the development workflow and incorporate AI-enhanced code reviews. Below is a summary of the changes:
Node Setup and Dependency Management
actions/setup-node@v4
and specifiednode-version: 18
.npm install
and to build the code usingnpm run build
.package-lock.json
to reflect dependency changes.@tandil/diffparse
dependency with@octokit/types
.parse-diff
as a new dependency (version 0.11.1).GitHub Action Enhancements
github-token
togithub_token
.openai_api_key
parameter name.excluded_files
parameter to exclude specific files from the process.generate_summary
input to generate Pull Request summaries based on git diffs and code changes (optional, defaults to false).overall_code_review
input for providing an overall code review as a comment (optional, defaults to false).inputs
section ofaction.yml
to includeexcluded_files
instead ofpr_number
.excluded_files
.Code and Script Updates
require
statements toimport
statements for various modules (parse-diff
,fs
,@actions/core
, etc.).excluded_files
,generate_summary
,review_code
, andoverall_code_review
usingcore.getInput
.Details
interface to structure the pull request's title and description.validatePullRequest
,validateCode
, andvalidateOverallCodeReview
.compareCommits
function for obtaining and comparing commit data, ensuring operations only target files not in theexcludedFiles
list.opened
orsynchronize
).AI Integration
src/services/ai.ts
to interact with the OpenAI API for generating AI-based responses and summaries.createMessage
: Generates a message for AI review requests.prSummaryCreation
: Creates a pull request summary.obtainFeedback
: Creates detailed feedback for pull requests.summaryOfAllFeedback
: Merges multiple feedbacks into one aggregate feedback.summaryAllMessages
: Merges multiple summaries into one comprehensive summary.validateCodeViaAI
: Validates code changes via AI and returns review comments.GitHub Service Integration
src/services/github.ts
to interface with GitHub's API using the@octokit/rest
package, implementing functions such as:PRDetails
commentOnPullRequest
updateBody
gitDiff
createReviewComment
compareCommits
Overall, these updates enhance the efficiency of the development and review process, leveraging modern tools and AI capabilities to provide detailed, automated code reviews and summaries.