Evaluate the provided structured query. Identify its primary weakness in this specific scenario and explain why this weakness causes the system to generate inaccurate responses.

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Prompt templates can be specifically designed for general-purpose question-answering tasks, providing a structured way to formulate queries for a system.

Prompt Templates for General-Purpose Question Answering

A developer is building a system that must answer a user's question based *only* on a provided paragraph of text. The system's output must be a direct, concise answer and the specific sentence from the paragraph that contains the evidence. Which of the following structured queries is best designed to consistently produce both required outputs?

You are designing a system to answer general knowledge questions from users. The system should be helpful and conversational. However, it's crucial that the system explicitly states when it does not know the answer, rather than guessing. Design a prompt template that instructs a language model to fulfill these requirements. Your template should include a placeholder for the user's question.

Designing a Robust QA Prompt Template

Evaluating a Failing Customer Support Prompt

A fundamental prompt template for general-purpose question answering pairs a question placeholder with an answer prompt. For example:

Question: `{*question*}`
Answer:

This simple format is widely used in NLP to instruct a language model to return an answer corresponding directly to the submitted query.

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