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AI agents vary in complexity and are developed using open-source tools. This involves a multi-step process: choosing the right tools, designing the architecture, training the model, and deploying the agent. AI agents can be classified into three complexity levels, each tailored to specific vertical markets, and are created by specialized AI agents trained for this purpose.