Types of Prompts

Types of Prompts

Different tasks require different types of prompts. Common categories include:

• Descriptive prompts – For explanations or summaries
• Instructional prompts – For how-to guidance or procedures
• Creative prompts – For storytelling or ideation
• Comparative prompts – For pros/cons or analysis

Each type helps tailor the output style and depth of information

Zero-shot and few-shot prompting:

Zero-Shot Prompting

Zero-Shot PromptingProviding no examples, just instructions.

Example:

“Translate this sentence to French: ‘I love learning AI.’”

Few-Shot Prompting

Providing a few examples before asking the model to continue the pattern.

Example:
LangChain-zero-shot

This helps the model understand the format and expected output better.

Chain-of-thought prompting

Chain-of-thought prompting involves asking the model to “think out loud” or break down its reasoning step-by-step.

Example:

“Is 725 an odd number? Explain your reasoning step by step.”
This method improves performance on tasks involving logic, math, or stepwise reasoning.

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