What is prompt chaining?
A) Using a well-known persona in a request
B) Using a limitation of words in a request
C) Asking for certain attributes in a request
D) Providing feedback to a previous request
Answer: D) Providing feedback to a previous request
Explanation:
Prompt chaining refers to the practice of providing feedback to a previous request. It involves creating a sequence of related prompts where the output of one prompt is used as input or context for the next. This technique is often used to refine and improve responses by building on previous interactions.
Example Scenario: Imagine interacting with a customer support chatbot. Prompt chaining would involve:
- Initial Prompt: Asking a question or stating an issue.
- User: “My internet connection is slow.”
- Chatbot: Provides troubleshooting steps.
- Feedback Prompt: Providing feedback based on the chatbot’s response.
- User: “I tried the troubleshooting steps, but it’s still slow.”
- Chatbot: Adjusts response based on this feedback, perhaps suggesting more advanced troubleshooting or offering to escalate the issue.
- Continued Interaction: The conversation continues based on the user’s latest input and the AI’s updated response.
In summary, prompt chaining involves providing feedback to AI systems based on their responses to guide subsequent interactions. It enhances the conversational flow and ensures that each step in the interaction contributes logically towards achieving the desired outcomes.
Why the other options are incorrect:
- A) Using a well-known persona in a request: This option is incorrect because using a well-known persona in a request refers to adopting a specific character or identity to frame the request, which is not related to the concept of prompt chaining.
- B) Using a limitation of words in a request: This option is incorrect because setting a word limit on a request pertains to controlling the length of the response, not to the iterative process of building upon previous responses as in prompt chaining.
- C) Asking for certain attributes in a request: This option is incorrect because asking for specific attributes in a request involves specifying desired characteristics or details in the response. It does not involve the iterative, feedback-based process that defines prompt chaining.
You may also go through series of MCQs/Quizzes on Prompt Engineering.