https://www.promptingguide.ai/techniques
| Technique | Explanation | Example |
|---|---|---|
| Role Prompting | adopt a specific persona or role when generating text | |
| Emotion Prompting | incorporating emotional cues into AI interactions can enhance performance | YOU MUST PROVIDE AT LEAST 50 WORDS OR SOMEONE DIES. |
| Chain of Thought | encourage the LLM to think step-by-step, rather than jumping to the final answer directly. | |
| In Context Learning | being shown examples within the input prompt, rather than through explicit retraining or fine-tuning | Translate the following sentences to French: English: I love apples. → French: J’aime les pommes. English: Where is the train station? → French: |
| Self-Consistency Sampling | Generate multiple answers using chain-of-thought prompting, then choose the most common one (majority vote) instead of the first answer. | Ask questinon with low temperature and run multiple times |