Agentic AI: Building the Right Mental Model for System Design
AI agents have evolved from Large Language Models (LLMs) that primarily generate responses to systems capable of reasoning and dynamic decision-making. By interpreting goals, inferring what is needed, and integrating external capabilities such as APIs and databases, the LLM serves as the decision-making core of an agent. Agentic AI refers to systems built around these intelligent agents.An AI agent extends beyond a simple prompt by combining an LLM’s reasoning capability with functional layers such as tools, memory and orchestration. Tools...
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