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Prompt Engineering Essentials

The core techniques for getting reliable results from large language models — from zero- and few-shot prompting through chain-of-thought, structured output, and advanced tool-use patterns like ReAct and RAG prompting.

Prompt EngineeringEssentials Prompt ReviewAssign a clear roleState the output formatAdd few-shot examplesInclude guardrails Prompting Basics Zero-shot vs Few-shot Chain-of-Thought Self-Consistency Structured Output JSON · Schema Advanced Techniques ReAct & Tools RAG Prompts Read the Cheat Sheets

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  1. Prompt Engineering Essentials
  2. Prompt Review
  3. Prompting Basics
  4. Zero-shot vs Few-shot
  5. Chain-of-Thought
  6. Self-Consistency
  7. Structured Output
  8. JSON · Schema
  9. Advanced Techniques
  10. ReAct & Tools
  11. RAG Prompts
  12. Read the Cheat Sheets