The Art of Asking Questions for CHATGPT prompt Technical Engineering Complete Guide to Quality Answers

A comprehensive guide to prompt techniques

Preface
Chapter 1: Introduction to Prompt Engineering
What is Prompt Engineering?
Chapter 2: Instruction Prompt Technique
Example:
Chapter 3: Role Prompt
Chapter 4: Standard Prompt
Chapter 5: Zero, One, and Few Sample Prompt
Chapter 6: "Let's Think About It" Prompt
Chapter 7: Self-Consistency Sexual Prompts
Chapter 8: Seed Words Prompts
Chapter 9: Knowledge Generation Prompts
Chapter 10: Knowledge Integration
How Prompts Are Used in ChatGPT:
Chapter 11: Multiple Choice Prompts
Chapter 12: Interpretable Soft Prompts
Chapter 13: Controllable Prompt GenerationChapter
14: Question AnsweringPromptChapter
15: SummaryHow Prompts
Are Used in ChatGPT:
Chapter 16:Dialogue PromptsChapter
17: Fighting PromptsChapter
18: ClusteringHow Prompts
Are Used in ChatGPT:
Chapter 19 : Reinforcement Learning Prompt
Chapter 20: Curriculum Learning Prompt
Chapter 21: Sentiment Analysis Prompt
Chapter 22: Named Entity Recognition Prompt
Chapter 23: Text Classification Prompt
Chapter 24: Text Generation Prompt
Conclusion Preface
It
is my pleasure to introduce my latest book, The Art of Asking ChatGPT Questions to Get Quality Answers
: The Complete Guide to Prompt Engineering.
This book is a comprehensive guide to the understanding and utilization of various prompt techniques for
generating high-quality answers from ChatGPT.
We'll explore how different prompt engineering techniques can be used to achieve different goals. ChatGPT is an
advanced language model capable of generating human-like text. However, it's important to know the right way to ask questions to get
the high-quality output we need.
That's what this book is about. Whether you are a lay person, a researcher, a developer, or
someone who wants to use ChatGPT as a personal assistant in your field, this book is written for you.
This book uses simple language and practical explanations, combining examples and prompt formulas for each prompt technique.
Through this book, you will learn how to use Prompt engineering technology to control the output of ChatGPT and generate
text that meets your specific needs.
Throughout this book, we also provide examples of how different prompt techniques can be combined to achieve more specific goals.
I hope you find this book as entertaining and informative as I did when I wrote it.

Chapter 1: Introduction to Prompt Engineering Technology

What is a Prompt project?
Prompt engineering is the process of creating prompts, asking questions, or directing the output of a language model like ChatGPT.
It allows users to control the output of the model, producing text that fits their specific needs.
ChatGPT is an advanced language model capable of generating human-like text. It is built on
the Transformer architecture, which can process large amounts of data and generate high-quality text.
However, to get the best results from ChatGPT, it is important to understand how to bootstrap the model properly.
By bootstrapping the model, users can control the output of the model, producing relevant, accurate, and high-quality text. When
using ChatGPT, it is important to understand its capabilities and limitations.
The model is capable of generating human-like text, but without proper guidance it may not always produce the desired
output.
This is where prompt engineering comes in, by providing clear and specific instructions you can guide the output of your model
to ensure its relevance.
A Prompt formula is a Prompt-specific format that typically consists of three main elements:
Task: A clear and concise statement of what the Prompt asks the model to generate.
Instructions: Instructions that the model should follow when generating text.
Role: The role the model should play when generating text.
In this book, we explore various prompt engineering techniques that can be used with ChatGPT. We'll discuss
the different types of prompts and how to use them to achieve the specific goal you want.

Chapter 2: Command Prompt Technology

Now, let's start exploring the "Command Prompt Technology" and how it can be used to generate high-quality text from ChatGPT .
Instruction Prompt technology is a method to guide the output of ChatGPT by providing specific instructions. This technique
is useful for ensuring relevant and high-quality output.
To use the instruction prompt technique, you need to provide the model with clear and concise tasks, and
specific instructions for the model to follow.
For example, if you are generating customer service responses, you might provide a task to "Generate responses to customer inquiries" with a
directive that "Responses should be professional and provide accurate information."
Prompt formula: "Generate [task] as follows: [instructions]"
Example:
Generate a customer service response:
Task: Generate a response to a customer inquiry
Directive: Responses should be professional and informative
Prompt formula: "Generate a professional and accurate Response to customer inquiries: Responses should be professional
and provide accurate information."
Generate legal documents:
Task: Generate legal documents
Directive: Documents should comply with relevant laws and regulations
Prompt formula: "Follow the following instructions to generate legal documents that comply with relevant laws and regulations: Documents should comply with
relevant Laws and Regulations.”
When using the command prompt technique, it is important to keep in mind that commands should be specific. This will help ensure that
the output is relevant and high quality.
The instruction prompt technique can be used in conjunction with the "role prompt" and "seed word prompt" explained in the next chapter to enhance the output of ChatGPT.

Chapter 3: Character Prompt Techniques

The role prompt technique is a way to guide the output of ChatGPT by specifying a specific role to be played by the model
. This technique is very useful for generating text tailored to a specific context or audience.
To use the role prompt technique, you need to give the model an explicit and specific role. For example, if you
are generating customer service responses, you might provide a role such as "Customer Service Representative".
Prompt Formula: "Generate [task] as [role]"
Example:
Generate Customer Service Response:
Task: Generate Response to Customer Query
Role: Customer Service Representative
Prompt Formula: "Generate Response to Customer Query as Customer Service Representative."
Generate Legal Document:
Task: Generate Legal Document
Role: Lawyer
Prompt Formula: "Generate legal document as lawyer."
Combining the role prompt technique with the instruction prompt technique and the seed word prompt technique enhances the
output of ChatGPT. Here is an example of
how the Directive Prompt Technique, Role Prompt Technique, and Seed Word Prompt Technique work together : Task: Generate a product description for a new smartphone Directive : The description should be informative, persuasive, and highlight the unique features of the smartphone Role : Marketing representative Seed Word: "Innovative" Prompt Formula: "As a marketing representative, generate an informative and persuasive product description that highlights the innovative features of the new smartphone. The smartphone has the following characteristics [insert your characteristics]"

In this example, the command prompt technique is used to ensure that product descriptions are informative and persuasive. The Persona
Prompt technique is used to ensure that the description is written from the perspective of the marketing representative. The seed word Prompt technique is used to ensure that
the description focuses on the innovative features of the smartphone.