Integrations
We currently offer a select few integrations that seamlessly connect Union to some of the most popular data and ML tools. However, we understand that every business has unique needs and workflows, which is why we also have a library of plugins that are available upon request.
These plugins are already a part of Flyte™, and we are more than happy to work with you to integrate them into your workflow. Simply fill out the request form and we will be happy to assist you.
DataFrames
Crunch data however you want. Automatically transition data from one dataframe type to the other using Structured Dataset.
HuggingFace
Use HuggingFace dataset as a native Flyte™ type.
Data Validation
Validate data at every step of your Flyte™ workflow.
Databases & Data Warehouses
Manage and connect to databases and warehouses seamlessly.
Data Processing
Process and analyze your data with data-crunchers.
Databricks
Schedule, monitor and orchestrate Databricks jobs.
Model Training
Simplify the model training process.
AWS Sagemaker
Train ML models on Sagemaker from within Flyte™.
Distributed Model Training
Perform distributed model training to speed up the model development process.
Ray
Connect to Ray cluster to perform distributed model training and hyperparameter tuning.
Kubeflow TensorFlow
Run distributed TensorFlow training jobs.
Kubeflow MPI
Run distributed training with an MPI operator.
Model Deployment
Streamline the model deployment process.
ONNX TensorFlow
Generate ONNX models from TensorFlow models.
ONNX Scikit Learn
Generate ONNX models from Scikit Learn models.
Monitoring
Monitor data and models from within Flyte™.
Whylogs
Log any kind of data and generate summaries of datasets.
Kubernetes-Native
Exercise greater control over Kubernetes resources.
Miscellaneous
Build your own integration
Create your own integration and submit it to the Flyte™ repository.