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Agent Ontologies - by Philippe Page - Mainframe

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From Pipelines to Networks: Understanding AI Agent Architectures

Agent Ontologies From Pipelines to Networks: Understanding AI Agent Architectures Philippe Page Jan 21, 2025 27 2 Share Orchestra is a lightweight multi-agent framework designed for reliability, capability, composability, and ease of use. It revolves around the concept of breaking challenging tasks into cascading hierarchies of sub-steps and subtasks performed by a network of AI agents. So what actually is an “AI agent”? Definitions vary, but it can be said that an AI Agent is a cognitive entity powered by a reasoning engine like a language model, situated within an information environment, ca

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