Lucidworks AI
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 provides easy-to-use, AI-powered data discovery and search capabilities including:
-
Pre-trained embedding models
-
Custom embedding model training
-
Seamless integration with Fusion
Pre-trained embedding models
Lucidworks provides state-of-the-art pre-trained embedding models to support semantic vector search (SVS).
-
You can use Lucidworks AI to choose the models that best suit your organizational needs.
-
Lucidworks consistently evaluates and tests new models and enhancements to existing models. When an enhancement or a new model is verified to be effective on the platform, it will be released.
Custom embedding model training
Lucidworks provides a user-friendly interface that lets you quickly train, deploy, and manage custom models.
-
Custom trained models are essential for eCommerce and other use cases with a domain-specific language.
-
Custom model training uses:
-
Signals data that enables optimization for particular business use cases and metrics.
-
Graphics processing units (GPUs) for optimal performance.
-
-
The Lucidworks AI model training user interface provides evaluation metrics to easily compare trained models.
-
Lucidworks provides small and efficient custom models that scale to thousands of queries per second (QPS) without decreasing the quality of embeddings.
Seamless integration with Fusion
To utilize models within a Fusion pipeline, Lucidworks provides query and indexing pipeline stages that integrate with Lucidworks AI.