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Decoded: AI Research Simplified

Decoded: AI Research Simplified

Building Agentic AI Systems

· 38 min

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These excerpts come from "Building Agentic AI Systems", a book dedicated to the development of intelligent and autonomous agents, particularly those powered by Large Language Models (LLMs). The sources discuss the foundational principles of generative AI, explaining what it is and different model types like VAEs and GANs, alongside the concepts of agency and autonomy in AI. Key to building these systems is understanding intelligent agents' essential components like knowledge representation and reasoning, as well as advanced techniques such as reflection and introspection for continuous…

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