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Alternatives to Kubeflow

Metaflow
MetaflowBuild and manage real-life ML, AI, and data science projects with Metaflow. Open-source framework with versioning, orchestration, and cloud-scale compute originally built at Netflix.
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Unleash AI Feature Flag
Unleash AI Feature FlagUnleash is a private, secure, open-source feature management platform with feature flags, kill switches, and auditability built for enterprise scale.
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Prompt Engine
Prompt EngineOpen-source NPM library by Microsoft for programmatically crafting, managing, and optimizing prompts for Large Language Models like GPT-3 and Codex.
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Flower Federated
Flower FederatedFlower is a unified open-source framework for federated learning, analytics, and evaluation. Federate any ML workload across any framework and any language—from prototype to enterprise scale.
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EleutherAI Open LLM
EleutherAI Open LLMEleutherAI is a nonprofit AI research collective that trains and releases open-source LLMs, advancing interpretability, alignment, and language modeling research.
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Dify AI App Platform
Dify AI App PlatformBuild, deploy, and manage AI agents, RAG pipelines, and agentic workflows with Dify's open-source platform. Drag-and-drop interface, multi-LLM support, and Backend-as-a-Service included.
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Vercel AI Playground
Vercel AI PlaygroundOpen-source TypeScript SDK for building AI-powered apps and agents with streaming, multi-provider support, and 100+ models. Works with Next.js, React, Vue, Svelte, and Node.js.
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Inspect AI
Inspect AIInspect is an open-source LLM evaluation framework by the UK AI Security Institute. Run 100+ benchmarks across coding, reasoning, agentic tasks, and multi-modal understanding on any major model provider.
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FastChat
FastChatFastChat is an open-source platform for training, serving, and evaluating large language models. Powers Chatbot Arena with OpenAI-compatible APIs and a distributed multi-model serving system.
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Chainlit AI Chat UI
Chainlit AI Chat UIChainlit is an open-source Python framework to build, deploy, and evaluate production-grade conversational AI applications with built-in authentication, observability, and LLM integrations.
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