An Agentforce Specialist is creating a prompt template to assist support reps in drafting responses to customer complaints. To ensure the responses are empathetic and helpful, what is a key element…

The correct answer is A. A direct instruction to the large language model (LLM) to role-play as a character. Including a direct role-play instruction - such as 'You are a compassionate and helpful customer service representative' - is the most effective technique for consistently producing empathetic tone in LLM-generated responses. Persona or role framing anchors the model's output…

AI Features for Service (e.g., Einstein Bots, Next Best Action)

Question

An Agentforce Specialist is creating a prompt template to assist support reps in drafting responses to customer complaints. To ensure the responses are empathetic and helpful, what is a key element to include in the prompt template?

Options

AA direct instruction to the large language model (LLM) to role-play as a character
BA list of keywords related to customer complaints
CThe entire history of the customer's previous interactions with the company

How the community answered

(49 responses)

A
71% (35)
B
8% (4)
C
20% (10)

Explanation

Including a direct role-play instruction - such as 'You are a compassionate and helpful customer service representative' - is the most effective technique for consistently producing empathetic tone in LLM-generated responses. Persona or role framing anchors the model's output style throughout the response. A keyword list (B) does not instruct the model on tone or approach. Including the entire customer interaction history (C) is impractical, may exceed token limits, introduces noise, and does not directly instruct the model to be empathetic - it only provides context.

Topics

#Prompt Engineering#Customer Service AI#LLM Role-playing#Empathy in AI

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