Agents use frameworks like or ReAct (Reason + Act) . This allows them to "think" before they act, verifying if a step was successful before moving to the next. 3. Memory (Short-term & Long-term) Short-term: Context provided during the current session.

Given the rapid evolution (new agent papers appear daily on arXiv), the most practical solution is to from curated sources. Here’s a step-by-step guide:

Traditional AI (like early versions of ChatGPT) is —it predicts the next best word in a sentence. Agentic AI , however, is goal-oriented .