Introduction

This section covers the changes that we have made to the CLAIRE accelerator from Product 360 version 10.1 to version 10.5.

In addition to CLAIRE product classification, we have extended CLAIRE capabilities to also extract brand names from product titles or descriptions.

Changes Affecting Product Classification

To separate the models generated from brand extraction training and product classification, we did the following changes:

• Separated the paths to the data folder in which files used for both trainings are saved for both use cases (upload_folder and data_path_extraction parameters specified in the config.ini file)

• Separated the paths to the folders in which model files generated from trainings are saved (model_path and model_path_extraction parameters specified in the config.ini file)

To not loose CLAIRE product classification pre trained models, please copy them to the new location specified by model_path parameter and rerun the installation script. We recommend creating sub folders in the data and model folders called product_classification and attribute_extraction as described here.