What is Flyte?
Flyte is a robust platform designed for scalable and flexible workflow orchestration, integrating data, machine learning, and analytics seamlessly. It enables the creation of production-grade workflows for data and ML tasks with ease.
How to use Flyte?
To utilize Flyte, follow these steps:
- Design your data and ML workflows using the user-friendly Python SDK or any preferred language.
- Test and refine your workflows on a minimal Flyte setup or sandbox environment.
- Monitor the execution of workflows by tracking data lineage and logs.
- Use FlyteDecks to visualize and render plots or data.
- Deploy workflows to the cloud or on-premises, avoiding infrastructure complexities.
- Adjust resource allocation dynamically to scale your workflows as needed.
Note: Flyte offers diverse integrations and features for various use cases in data, ML, analytics, bioinformatics, and AI orchestration.