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ChatGPT doesn't work for you.
(Because you don't know how to prompt)
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Crafting prompts is an art that can really improve the quality of your AI results no matter which LLM you’re using.
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Here's a quick guide to get you started:
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Zero-shot Prompting:
↳Perfect for straightforward tasks without examples. Just ask and get an answer.
Few-shot Prompting:
↳Provide examples to guide responses, ideal for complex tasks.
Elements of a Prompt:
Instruction: Clearly state what you want the AI to do.
Context: Add relevant information for better responses.
Input Data: Supply data to guide the AI.
Output Indicator: Specify the desired output format.
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✅General Tips:
↳ Start Simple: Add complexity gradually.
↳ Clear Instructions: Be specific with tasks.
↳ Specificity: Detailed prompts yield better results.
↳ Avoid Imprecisions: Use clear and direct language.
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✅Advanced Techniques:
↳ Chain-of-Thought (CoT) Prompting: Guide through reasoning steps.
↳ Self-Consistency: Choose the most consistent response.
↳ Prompt Chaining: Break down complex tasks.
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✅Best Practices:
↳ Iterate and Refine: Continuously improve prompts.
↳ Clear Language: Avoid ambiguity.
↳ Relevant Context: Provide background info.
↳ Experiment with Formatting: Find what works best.
↳ Model's Limitations: Understand what AI can and cannot do.
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✅Advanced Considerations:
↳ Balance prompt length and conciseness.
↳ Specify tone and style if needed.
↳ Be mindful of ethical considerations.
↳ Keep track of different prompt versions.
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Credit: Matic Pogladic
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