This PR adds the functionality of predictive analytics based on anonymized usage patterns to accelerate pipelines in CogniGitAI. The feature collects and analyzes usage patterns from the codebase to generate predictions that can optimize software development processes.
Summary
Added a new method collect_usage_patterns to the Dialog class in dialog.py to collect usage patterns from the codebase.
Modified the start_dialog method in the Dialog class to include a call to the collect_usage_patterns method.
Created a new module predictive_analytics.py to handle the predictive analytics functionality.
Implemented the logic for analyzing the collected usage patterns and generating predictions in the predictive_analytics module.
Imported the predictive_analytics module in the Dialog class.
Added a new method generate_predictions to the Dialog class to generate predictions using the predictive analytics module.
Modified the generate_response method in the Dialog class to include a call to the generate_predictions method.
Updated the README.md file to include a new section titled "Predictive Analytics" that provides instructions on how to enable and use the predictive analytics functionality.
Fixes #14.
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git checkout sweep/predictive-analytics
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Description
This PR adds the functionality of predictive analytics based on anonymized usage patterns to accelerate pipelines in CogniGitAI. The feature collects and analyzes usage patterns from the codebase to generate predictions that can optimize software development processes.
Summary
collect_usage_patternsto theDialogclass indialog.pyto collect usage patterns from the codebase.start_dialogmethod in theDialogclass to include a call to thecollect_usage_patternsmethod.predictive_analytics.pyto handle the predictive analytics functionality.predictive_analyticsmodule.predictive_analyticsmodule in theDialogclass.generate_predictionsto theDialogclass to generate predictions using the predictive analytics module.generate_responsemethod in theDialogclass to include a call to thegenerate_predictionsmethod.Fixes #14.
To checkout this PR branch, run the following command in your terminal:
To get Sweep to edit this pull request, leave a comment below or in the code. Leaving a comment in the code will only modify the file but commenting below can change the entire PR.