Ray

Distributed framework for scaling AI and Python applications

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About Ray

An open source framework for scaling AI and Python applications from laptops to clusters, providing distributed primitives used for training, serving, reinforcement learning and data processing workloads. A free tier or open core makes it easy to start, while paid plans typically unlock team collaboration, managed hosting, security controls and priority support.

Ray key facts

Category: AI Agents
Pricing: Freemium — a free tier lets you start, and paid plans are available if you need more.
Focus areas: distributed, ai, python, scaling
Official site: ray.io

About the AI Agents category

Autonomous AI agents that plan and execute tasks for you — general agents, AI browsers, AI employees, app builders, and coding agents. The AI Agents category on Tools Hub currently lists 156 tools. Alongside Ray, it includes txtai, Firecrawl, ScrapeGraphAI, Browserbase.

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