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Prompting concepts revolve around the techniques and strategies used to create effective prompts for AI models, particularly language models. This includes structuring prompts to provide context, clear instructions, and examples that can guide the model to produce better and more relevant responses. Prompt engineering aims to refine these prompts to enhance the quality of outputs generated by AI tools.