Flyte Insights

What is Flyte?

Flyte is a structured, typed, and versioned platform for building reliable and scalable data, machine learning, and complex event processing workflows. It allows users to define workflows as code and execute them on various compute backends like Kubernetes. Flyte is commonly used for automating data pipelines, training machine learning models, and orchestrating complex business processes.

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What other technologies are related to Flyte?

Flyte Competitor Technologies

Kubeflow

Kubeflow is an open-source ML platform built on Kubernetes, similar to Flyte, aiming to simplify ML workflows.

mentioned alongside Flyte in 1% (169) of relevant job posts

Dagster

Dagster is a data orchestrator similar to Flyte, focusing on data pipelines and ML workflows.

mentioned alongside Flyte in 1% (79) of relevant job posts

Prefect

Prefect is a workflow orchestration tool that can be used as an alternative to Flyte for building and managing data pipelines.

mentioned alongside Flyte in 1% (73) of relevant job posts

Airflow

Airflow is a popular workflow management platform that provides similar functionality to Flyte for orchestrating complex workflows.

mentioned alongside Flyte in 0% (337) of relevant job posts

AWS Sagemaker

AWS SageMaker provides a managed ML service with capabilities overlapping Flyte's workflow orchestration, model training, and deployment.

mentioned alongside Flyte in 0% (75) of relevant job posts

Databricks

Databricks provides a unified platform for data engineering and data science, offering workflow orchestration and ML lifecycle management capabilities that overlap with Flyte.

mentioned alongside Flyte in 0% (52) of relevant job posts