A prompt in generative AI models is the textual input provided by users to guide the model’s output. This could range from simple questions to detailed descriptions or specific tasks. In the context of image generation models like
DALLE-3 and Midjourney prompts are often descriptive for image generation, while in LLMs like GPT-4 or Gemini, they can vary from simple queries to complex problem statements.
Prompts generally consist of instructions, questions, input data, and examples. In practice, to elicit a desired response from an AI model, a prompt must contain either instructions or questions, with other elements and examples being optional.
Advanced prompts involve more complex structures, such as “chain of thought” prompting, where the model is guided to follow a logical reasoning process to arrive at an answer.
Prompt engineering in generative AI models is a rapidly emerging discipline that shapes the interactions and outputs of these models.
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