Open-source Python platform for orchestrating reproducible AI, ML and data workflows at scale.
What it does
Flyte is an open-source orchestration platform for building and running AI, ML and data workflows in pure Python. It offers durable, containerized, reproducible task execution with observability, and is used by AI labs and Fortune 500 companies. Flyte 2 adds local devbox execution.
How to use: Flyte provides a Python SDK to build data and ML workflows. Users can write code locally and execute it remotely. The platform supports dynamic resource allocation and integrates with various tools and services. Workflows can be deployed to the cloud or on-premise.
Core features
Workflow orchestration in pure Python
Containerized, reproducible task execution
Durable agents with full observability
Resource- and GPU-aware tasks
Plugin integrations (e.g. OpenAI)
Local devbox plus distributed execution
Best for
→Orchestrating ML pipelines
→Running AI agents durably
→Building data-processing workflows
→High-throughput generative-AI inference
Toolspool rankingby monthly traffic