Answer-first summary for fast verification
Answer: Providing a detailed prompt with specific instructions, such as 'Summarize the main points of the document in 3-5 sentences, focusing on the key findings and conclusions.'
In the context of generating a summary of a long document, providing a detailed prompt with specific instructions (B) is the most effective technique. This approach guides the model to focus on the most relevant information and to generate a concise summary. While using a single, broad prompt (A) may work, it may not provide enough guidance for the model to generate a focused summary. Including a list of questions (C) can be helpful, but it may not be as effective as a detailed prompt in guiding the model to generate a coherent summary. Using a combination of all techniques (D) may be useful, but the detailed prompt (B) is the most critical component for this specific task.
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As an AI engineer, you are working on improving the responses of an Azure OpenAI model through prompt engineering techniques. You have been given a scenario where the model needs to generate a summary of a long document. Which of the following prompt engineering techniques would be most effective in this scenario?
A
Using a single, broad prompt such as 'Summarize the following document.'
B
Providing a detailed prompt with specific instructions, such as 'Summarize the main points of the document in 3-5 sentences, focusing on the key findings and conclusions.'
C
Including a list of questions in the prompt to guide the model's response, such as 'What are the main points? What are the key findings?'
D
Using a combination of all the above techniques.