Basics of Prompt Engineering

Overview

ChatGPT, also known as the OpenAI GPT-3, is a large language model developed by OpenAI, a San Francisco-based artificial intelligence research company. It is a powerful natural language processing tool capable of generating human-like responses to a variety of prompts.

ChatGPT is based on GPT-3, which was trained on a massive corpus of text data, including books, news articles, and other online sources. The model uses deep learning algorithms to analyze and learn from this vast amount of data, allowing it to generate coherent and grammatically correct responses.

One of the key features of ChatGPT is its ability to generate human-like responses to prompts. This means that users can ask it questions, provide it with information, or give it instructions, and the model will generate a response that appears to be written by a human.

For example, a user might ask ChatGPT to help them write an essay or to give them a recipe for a particular dish. The model can generate a well-structured and well-written response, providing the user with valuable information or guidance.

In addition to generating human-like responses, ChatGPT can also be used to perform a variety of other tasks, such as summarizing long passages of text, answering questions, and completing sentences. This makes it a useful tool for a wide range of applications, including education, business, and personal use.

However, it is important to note that ChatGPT is not a fully autonomous system. It requires user input in the form of a prompt, and the quality of the response will depend on the clarity and specificity of the prompt. If the user does not provide a clear and specific prompt, the model may generate irrelevant or incorrect responses.

In order to create effective ChatGPT prompts, it is important to keep a few things in mind. First, the prompt should be clear and concise, providing the model with a clear idea of what the user is asking for. Second, the prompt should be specific, providing the model with as much relevant information as possible. Finally, the prompt should be concise, avoiding unnecessary words or phrases that might confuse or mislead the model.

In conclusion, ChatGPT is a powerful tool for generating human-like responses to a variety of prompts. By following a few guidelines, users can create effective and usable prompts, allowing them to harness the power of the model for their own purposes. 


In this lab, you will learn to:

  1. Create simple prompts in ChatGPT.
  2. Create intermediate prompts in ChatGPT.

 

Key terms and descriptions

Prompt Template
A structured framework used to create prompts for generating specific types of content or responses from language models
Introduction
The initial part of a prompt that provides context or sets the stage for the conversation
Main Question/Request
The central query or instruction in a prompt that specifies the desired information or action from the AI
Additional Details
Supplementary details or parameters provided in a prompt to narrow down the response
Follow-up Questions
Questions included in a prompt to guide the conversation and provide a natural flow for further queries
Closing or Thanks
Polite closing statements or expressions of gratitude used to conclude a prompt
Formatting and Style
Guidelines specifying how information in the response should be presented, such as paragraph format, bullet points, etc
Length Guidelines
Instructions regarding the desired length of the response, whether it should be concise or detailed
Language and Tone
Desired language style, tone (formal, informal, friendly), and any specific writing conventions to be followed
Examples
Sample prompts or illustrative queries that align with the template to demonstrate effective usage