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Reasoning and PlanningAn agentic system can break down a high-level goal into smaller, actionable steps. If you ask an agent to research a competitor and write a report, it doesn't just generate text. It decides which websites to visit, identifies key data points, and structures the final document.

Retaining context across multiple steps. This includes short-term memory for the current session and long-term memory (often via vector databases) to remember historical preferences and outcomes. Real-World Applications and ROI the agentic ai bible pdf download