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Prompting Fundamentals

Learn the basic techniques for crafting effective prompts for AI language models.

The Art of Prompting

A prompt is the instruction you give to an AI model. The quality of your output depends heavily on how well you frame your input.

Basic Techniques

  • Zero-Shot Prompting: Ask directly without examples. Best for simple, well-defined tasks.
  • Few-Shot Prompting: Provide a few examples before asking. Improves accuracy for specific formats or styles.
  • Chain-of-Thought: Ask the model to reason step by step. Ideal for complex problem-solving.

Best Practices

  • Be specific and clear about what you want.
  • Provide context and constraints.
  • Define the output format (bullet points, JSON, table, etc.).
  • Iterate and refine based on results.

Example: From Basic to Refined

Basic: “Write a summary of our quarterly report.”

Refined: “Write a 3-paragraph executive summary of our Q3 2025 financial report. Focus on revenue growth, cost reductions, and key risks. Use professional tone. Output as plain text.”