Custom embedding model training
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This feature is currently only available to clients who have contracted with Lucidworks for features related to Neural Hybrid Search and Lucidworks AI. |
Lucidworks AI custom embedding model training lets you train and deploy custom models using the Custom model training user interface.
Training data
Custom embedding model training uses the following types of data:
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Signals acquired from user interactions on your website
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Customer questions and answers your organization collects from logs and forums your organization collects
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Information from documents obtained from queries on your website
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Datasets and other information labeled on your website
For more detailed information, see Training data.
RNN models
Lucidworks AI supports the following types of recurrent neural network (RNN) models:
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General. The general RNN model is typically used by knowledge management sites that contain information, such as news or documentation
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eCommerce. An eCommerce RNN model is typically used by sites that provide products for purchase
For more detailed information, see RNN models.
Custom configuration
Custom configuration parameters can be used to train a custom model using the Custom model training user interface.
For more detailed information, see Custom configuraton.