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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