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Code Clarity The new system prompt text added in lines 26-39 is quite verbose and complex. Consider simplifying the language or breaking down the responsibilities into smaller, more manageable functions to improve readability and maintainability.
Error Handling The error handling in the synchronous report generation endpoint (lines 87-105) could be improved by logging the error details before raising the HTTPException. This would help in debugging and maintaining logs for the errors that occur.
UI Feedback The addition of a loading spinner (lines 129-131) is a good UX improvement. However, ensure that the spinner's visibility is properly managed to avoid it being stuck in the loading state in case of errors or no data scenarios.
-info_prompt += f"- {work['title']} ({work['link']})\n"+if 'title' in work and 'link' in work:+ info_prompt += f"- {work['title']} ({work['link']})\n"+else:+ info_prompt += "Missing title or link in work item\n"
Suggestion importance[1-10]: 9
Why: The suggestion effectively prevents a potential KeyError, which is a significant improvement for ensuring the code's reliability and robustness when processing data.
9
Add null checking for 'result' to prevent potential runtime errors
Add error handling for the case when the 'result' field is undefined to prevent runtime errors.
-if (result.result) {+if (result && result.result) {
setReportData(result.result);
const markdownContent = convertToMarkdown(result.result);
setReportContent(markdownContent);
message.success('Report generated successfully');
} else {
message.info('Report generation completed, but no data returned');
}
Suggestion importance[1-10]: 8
Why: This suggestion addresses a potential runtime error by adding null checking, which is crucial for preventing application crashes and improving robustness.
8
Enhancement
Correct a grammatical error in the text
Replace the ambiguous phrase "as more as possible" with "as many as possible" to correct the grammatical error and improve clarity.
-8. You can generate as more as possible details to make sure the report is informative and has great progress.+8. You can generate as many as possible details to make sure the report is informative and has great progress.
Suggestion importance[1-10]: 7
Why: The suggestion correctly identifies and fixes a grammatical error, improving the clarity of the text. However, it is a minor enhancement and does not address a critical issue.
7
Best practice
Use specific exceptions for better error handling
Replace the generic exception handling with a more specific exception type to improve error handling and debugging.
-except Exception as e:+except SpecificExceptionType as e: # Replace SpecificExceptionType with the actual expected exception type
raise HTTPException(status_code=500, detail=f"Error in report generation process: {e}")
Suggestion importance[1-10]: 5
Why: The suggestion promotes best practices by recommending specific exception handling, which can improve debugging. However, it lacks specificity regarding which exception type to use, limiting its immediate applicability.
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User description
How to test the UI?
Backend
mle new <project_name>
cd <project_name>
mle integrate
, to integrate with your Githubmle serve
to start the serverUI
cd <MLE-Agent>/web
to enter the web source code folderpnpm I & pnpm run dev
to start the local web UIPR Type
Enhancement, Bug fix
Description
@uiw/react-md-editor
dependency version in the web application.Changes walkthrough 📝
reporter.py
Enhance report generation with detailed sections and filtering
mle/agents/reporter.py
summarizer.py
Update GitHub references and related work format
mle/agents/summarizer.py
app.py
Add synchronous and asynchronous report generation endpoints
mle/server/app.py
report.py
Simplify report generation function return
mle/workflow/report.py
cli.py
Remove GitHub username prompt from CLI integration
mle/cli.py
page.tsx
Enhance UI with loading spinner and improved feedback
web/app/page.tsx
package.json
Downgrade `@uiw/react-md-editor` dependency version
web/package.json
@uiw/react-md-editor
dependency version.pnpm-lock.yaml
...
web/pnpm-lock.yaml
...