By Nicolas Martin, Senior Full Stack Data Scientist, 07/02/2025. 

AI frameworks, or structured prompts, refer to organized templates or guidelines designed to extract high-quality, targeted outputs from AI systems like chatbots. These frameworks act as a blueprint for crafting detailed and specific instructions, ensuring clarity and precision in communication with the AI. For instance, when creating an email to engage someone like James—a Python developer wanting to improve his communication skills—a well-structured prompt includes key details such as tone, audience background, recent events, and desired outcomes. This helps the AI generate personalized, relevant, and compelling responses, such as a friendly email from Monica offering her coaching expertise. By using these structured prompts, users can consistently achieve accurate and meaningful results while minimizing ambiguity or irrelevant outputs.