Examples:
0.7
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Zero-Shot
Just ask — no examples, no framing
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Few-Shot
3 examples teach the response style
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Chain-of-Thought
"Let's think step by step" unlocks reasoning
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System-Prompt Tuned
Expert persona shapes every word
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📖 When to Use Each Technique
⚡Zero-Shot
Quick factual questions, simple tasks, casual queries. Best when the task is unambiguous.
📚Few-Shot
Formatting matters — when you need a specific structure, tone, or style. Show don't tell.
🧠Chain-of-Thought
Math, logic, multi-step reasoning, or anywhere accuracy matters more than speed.
🎯System-Prompt Tuned
Production apps, specialized personas, consistent brand voice, domain expertise.