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🌱 AI Engineering · Prompt Engineering · cozy lesson

Advanced Prompting: CoT, Few-shot, ReAct 🔒 premium preview

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12 min · 1 min read · no scary math, promise

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You’ve got this. Read a little, play a little — I’ll wait. No rush.
  • Few-shot: 2-3 input→output pairs lock format.
  • CoT: “Think step by step, then final answer:” improves math/logic. Use self-consistency (sample 3, vote) for critical tasks.
  • ReAct: Thought, call get_order(id), observe, repeat. See /animations/agent-loop.

Check your understanding

Correct answers earn XP (once each).

1. CoT helps for…

2. ReAct =

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