Flyte
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About
Flyte is an open-source workflow orchestration platform designed for building data, ML, and analytics workflows with ease. It enables dynamic, crash-proof AI orchestration by supporting durable, flexible, and Kubernetes-native workflows. Key capabilities include on-demand compute scaling with native Kubernetes execution, automatic retries, checkpointing, and failure recovery for robust reliability. Users can write and debug workflows locally and then deploy the same code to production. Flyte facilitates extremely flexible data and ML workflows, offering end-to-end data lineage, collaboration through reusable components, platform-level integration, and dynamic resource allocation. It aims to streamline the entire data & ML workflow development process, from data processing to distributed model training, with minimal maintenance overhead.
Platform
Task
Features
• local development and remote deployment
• collaborate with reusable components
• end-to-end data lineage
• automatic retries, checkpointing, and failure recovery
• on-demand compute scaling
• pure python authoring
• durable, flexible, kubernetes-native workflows
• dynamic, crash-proof ai orchestration
Pricing Plans
Union Enterprise
Unknown Price• For building scalable, mission-critical AI systems and agents in your cloud
• Managed, enterprise-grade platform powered by Flyte
Flyte Open-Source
Free Plan• For building reliable AI/ML pipelines and agents with OSS
• Open-source
• Pure Python authoring
• Dynamic decision-making
• Crash-proof reliability
• Run locally
• End-to-end workflow management (Flyte 2.0)
• Real-time inference (Flyte 2.0)
• Live remote debugger (Flyte 2.0)
• Reusable, warm-start containers (Flyte 2.0)
Job Opportunities
There are currently no job postings for this AI tool.
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