Classifier Modules and Features

[Thirunayan22]

Features

This pull request contains the User Management , Integrations and Dataset Groups modules of the classifier project. The instructions to setup and run the project are outlined in the README.md file in the root directory.

Requirements Covered

• Data pre-processing prior to data import #20
• Anonymize input before sending to the Classifier #22
• Data Importing for Dataset #16
• Maintain Data Classes #85
• Enrich datasets with synthetic data #30
• Maintain dataset groups and their settings #83
• Data formatting based on input type #84
• Classifier's data models management #91
• Model training and storage #92
• REST service to accept Jira Datacenter ticket information #94
• Set up cloud-based Jira instance for testing purposes #95
• Set up cloud-based Outlook Exchange account for testing purposes #96
• REST service to accept emails from Outlook Exchange #97
• REST service to provide authentication between Ruuter and Outlook Exchange #98
• REST service to provide authentication between Ruuter and Outlook Exchange #98
• Adopt LLM for classifying purposes #99
• Find 2 suitable LLMs to use for classifying purposes #100
• Classifier-related data processing #105
• Graphical User Interface #106
• Accept data for pre-processing prior to data import #108
• Save pre-processed Classifier training data #109
• REST POST service /classifier/classes/add to add new data classes #112
• REST POST service /classifier/classes/update to update an existing data class #113
• REST POST service /classifier/classes/delete to delete an existing data class #114
• Synthetic data generator #117
• User management for Classifier #121
• Classifier GUI for third-party integrations #122
• Classifier GUI for datasets management #123
• Classifier GUI for stop words management #126
• Classifier GUI for data models management #124
• Classifier GUI for incoming requests data class management #127
• Classifier GUI for data models #129
• Apply data models in their respective environments #130
• REST service to label emails in Outlook Exchange #131
• REST service to update labels for specific ticket in Jira Cloud #132
• REST service to verify the existence of a specific label in Outlook Exchange #134
• #177