flyte

Flyte is a type-safe, distributed orchestration tool that supports running agents, machine learning pipelines, and real-time inference on Kubernetes.

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Type: MCP
Open source: Yes
GitHub Stars: ★ 7.7k
Source: mcp-github
Repository: github.com/flyteorg/flyte

Overview

Flyte is an open-source project providing type-safe distributed orchestration capabilities, enabling the execution of agents, machine learning pipelines, and real-time inference on Kubernetes. It is written in pure Python and supports async/await syntax. Flyte also supports other languages such as Rust, Go, and TypeScript. With Flyte, AI systems gain robust task orchestration and management capabilities, ideal for large-scale machine learning and data processing scenarios. Integration options include installing the SDK via pip or configuring and running workflows using CLI tools. Suitable for developers and teams needing to manage and schedule complex tasks on Kubernetes.

Capabilities

▪Type-safe distributed orchestration
▪Task scheduling on Kubernetes
▪Written in pure Python with async/await support
▪Support for multiple languages (Rust, Go, TypeScript)
▪Real-time inference and model serving

Use cases

Orchestrating large-scale machine learning tasksReal-time data processing and inferenceMulti-language task scheduling and managementAgent and model deployment on Kubernetes