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A prompt for a conversation completion task can be structured by first setting the context and then providing a clear instruction. For example, a model can be told, 'You are provided with a conversation between a tourist and a taxi driver,' to establish the scenario, followed by the direct command, 'Please complete the conversation.'

Example Prompt for Conversation Completion

An example of a conversational context provided to a language model for a completion task is a dialogue snippet, such as a tourist asking a taxi driver: 'Could you take me to the downtown museum, please?' This snippet establishes the initial turn of the conversation that the model is expected to continue.

Example Conversation Context: Tourist and Taxi Driver

A developer wants a language model to continue a dialogue between a customer and a support agent. Which of the following prompts is best structured to guide the model to successfully complete this task?

You need a language model to generate the next part of a conversation for a job interview scenario. The conversation is between a hiring manager and a software engineering candidate. Write a complete, two-part prompt that would effectively instruct the model to perform this task.

Crafting a Prompt for Dialogue Generation

A developer is trying to get a language model to complete a conversation. Analyze the two prompts provided in the case study. Which prompt is more likely to generate a high-quality, contextually appropriate completion, and why? Justify your choice by referencing the key components of an effective prompt for this task.

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