Prompt Engineering - DEFINE Prompt

The DEFINE prompt is a powerful technique that allows you to obtain definitions or explanations of specific terms or concepts from ChatGPT. By leveraging the DEFINE directive, you can instruct ChatGPT to generate informative and concise definitions, expanding its capabilities to serve as a knowledge resource.

Understanding the DEFINE Directive

The DEFINE directive enables you to specify a term or concept for which you desire a definition or explanation. By incorporating the DEFINE directive in your prompt, you prompt ChatGPT to generate a response that includes the requested definition.

The basic syntax for the directive is as follows −

User: What is the definition of AI?
ChatGPT: AI, or Artificial Intelligence, refers to the development of computer systems capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, and natural language processing.

Best Practices for Using the DEFINE Directive

To make the most of the DEFINE directive, consider the following best practices −

  • Specify the Term or Concept − Clearly state the term or concept for which you desire a definition. Being specific helps ChatGPT to understand the scope of the requested definition accurately.

  • Provide Additional Context − To help ChatGPT generate a relevant and informative definition, provide additional context or background information about the term or concept. This helps ensure that the generated response aligns with your expectations.

  • Refine Prompts for Precision − Experiment with different prompt variations to improve the precision and accuracy of the definitions obtained. Iterate on your prompts based on the quality of the responses received.

  • Handle Ambiguity − Some terms may have multiple definitions or interpretations. Consider specifying the context or domain in which you want the definition to be provided to avoid ambiguity.

Example Application − Python Implementation

Let's explore a practical example of using the DEFINE directive with a Python script that interacts with ChatGPT.

import openai

# Set your API key here
openai.api_key = 'YOUR_API_KEY'

def generate_chat_response(prompt):
   response = openai.Completion.create(
      engine="text-davinci-003",
      prompt=prompt,
      max_tokens=100,
      temperature=0.7,
      n=1,
      stop=None
   )
   return response
user_prompt = "User: What is the definition of AI?\n"
chat_prompt = user_prompt + "ChatGPT: AI, or Artificial Intelligence. [DEFINE: AI]"

response = generate_chat_response(chat_prompt)
print(response)

In this example, we define a function generate_chat_response() that takes a prompt and uses the OpenAI API to generate a response using ChatGPT.

The chat_prompt variable contains the user's prompt and the ChatGPT response, including the DEFINE directive to obtain the definition of "AI."

Output

When you run the script, you will receive the generated response from ChatGPT, including the definition of the term specified within the DEFINE directive.

AI is the ability of a computer or machine to think and learn, and to imitate intelligent human behavior. AI is used in a variety of applications, from robotics to medical diagnosis, and it is becoming increasingly important in the modern world.

Conclusion

In this chapter, we explored the DEFINE directive in prompt engineering for ChatGPT. By utilizing the DEFINE directive, you can obtain definitions or explanations of specific terms or concepts from ChatGPT.

We discussed the syntax of the DEFINE directive and provided best practices for its usage, including specifying the term or concept, providing additional context, refining prompts, and handling ambiguity.

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