Prompt Engineering Slides - Generative AI by Dataknobs
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Prompt Engineering |
Prompt Engineering: The Art of Guiding Large Language ModelsLarge language models (LLMs) are revolutionizing various fields, from generating creative text formats to writing different kinds of creative content. However, unlike traditional software programmed for specific tasks, LLMs rely on human guidance through prompts to understand what we want them to do. This is where the art of prompt engineering comes in. What is Prompt Engineering? Prompt engineering is the process of crafting effective prompts that guide LLMs towards generating the desired outputs. A prompt can be a simple question, a complex instruction, or even a creative prompt to spark the LLM's imagination. The key lies in crafting prompts that are clear, concise, and aligned with the LLM's capabilities. Why is Prompt Engineering Important? LLMs are powerful tools, but they are not mind readers. A poorly crafted prompt can lead to nonsensical outputs, irrelevant responses, or even biased results. Effective prompt engineering unlocks the true potential of LLMs by:
Key Topics in Prompt Engineering:
The Future of Prompt Engineering: Prompt engineering is a rapidly developing field with vast potential. As LLMs become more sophisticated, so too will the art of crafting effective prompts. Here are some exciting future directions:
By mastering the art of prompt engineering, you can unlock the true potential of LLMs and leverage them for various tasks, pushing the boundaries of creativity, communication, and problem-solving. |
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Beginner-guide-of-prompt-engi Chain-of-thoughts Context-in-prompt-engineering Customize-ai-with-prompts Debugging-prompts Dynamic-prompt-templates Effective-prompt-design Ethics-of-prompt-engineering Few-shot-vs-zero-shot Fine-tuning-vs-prompt-enginee