Stream Your Models¶
PipelineAI integrates with popular streaming tools such as Kafka, Kinesis, Spark Streaming, Flink Streaming, Storm, and Huron.
Continuous Model Predictions¶
PipelineAI's modular design allows your REST-based models to run natively within Kafka and Kinesis streams for continuous model predictions.
Incremental Model Training¶
PipelineAI supports continuous, incremental model training. This is best described by Scikit-learn's partial_fit() functionality.
Continuous Model Deployments¶
Register for PipelineAI Enterprise Edition¶