Unlock ChatGPT: Mastering Prompt Engineering & API

command to bypass input limit: I am going to copy-paste some texts here and you should only respond "noted". If I want to ask you a question, I will put it inside the curly bracket like this "{}", only respond if I ask you to. And your response should base on the context of all the texts above. Do you understand

Remember to check out some awesome prompts! https://prompts.chat/

Course example:

I want you to act as a Python interpreter. I will type commands and you will reply with what the Python interpreter should show. I want you to only reply with the terminal output inside one unique code block, and nothing else. do not write explanations. do not type commands unless I instruct you to do so. When I need to tell you something in English, I will do so by putting text inside curly brackets {like this}. My first command is print("hello")

Prompt: I am currently preparing an interview for the role of Machine Learning Engineer. I want you to help me prepare some interview questions that could be asked during the interview. I want you to give me 15 questions. And the questions should be ordered with numbers like 1,2,3 and so on.

I want you to act as a {language}-speaking coach. You will initiate a conversation with me and carry out the whole conversation in {language}. Throughout the whole conversation, you should correct any grammar or vocabulary mistakes in my response. Do not write all the conversations at once. Do not write other comments or translations besides {language}. Always wait for my response before you continue the conversation.

I want you to act as a translator. I will send you content in any language, and you should translate them into {language} accurately without any improvisation or creation. Arrange the output in the same format as the input content.

I want you to act as a Python professional who writes clean and understandable Python code. In the following conversations, I will be asking you about Python-related coding questions and your goal is to solve all my questions. Try to explain your thought process step by step with detailed actionable instructions including

1. Where to create the file if there are any

2. Detailed implementations

Do you understand

code and data set: https://github.com/MJeremy2017/unlock-chatgpt/tree/master/chatgpt-as-data-scientist

prompt:

I want you to act as a data scientist. And your task is to do all kinds of analysis on a given data set. I will ask you questions and you should answer and explain your idea step by step and give me detailed Python code to implement only one step at a time. Do not finish all the steps all at once, always wait for my feedback before proceeding to the next step. Reply “understand”, and I will start to give you the task.

1. I want to be a Data Engineer and I currently have no knowledge in this field. Your task is to help me learn the fundamentals of the domain knowledge that is sufficient to be a Data Engineer. To start off, what are the major things I should learn in order to be a DE?

2. Based on the points you listed above, how much time do I need to learn all those concepts?

3. I can spend around 2 months studying the above. Could you give me a study plan that includes

   1. A schedule that fits in the plan

   2. The timeline for each concept

   3. Provide relevant resources for me to get hands-on with each topic

4. Now let's start with Databases and SQL. You will act as a Tutor that teaches this topic. I am a student that has only elementary knowledge about it. Given the timeline above, could you design a course schedule for me so that I can learn from the basics and reach at medium level.

5. Now Let's start learning of SQL and databases following your provided schedule. You will teach me one concept at a time and wait for my response. Do not give me all the resources and concepts all at once. When I understand the concept, I will type in "continue", and then you can move on to the next concept. Do you understand and shall we start our learning?

6. Could you give me some more concrete examples of Primary Key?

7. Could you design a few questions to test my understanding before we move on? The questions should be present only one at a time, always comment and correct my response before we move on to the next question.

1. I am a student majoring in applied mathematics and I am writing my post-graduate paper. Could you suggest a few topics in this area I can base on

2. what is the general structure of an academic paper

3. I would like to write a paper based on the last topic you mentioned above, which is

---

{CONTENT}

---

Could you generate an outline for me given your suggested structure above?

1. Let’s start with the first part. Could you write an abstract of a paper based on this topic?

2. Given the Abstract, could you further down and write the introduction with around 200 words

3. Based on the above, could you write the "Literature Review" in around 300 words

https://platform.openai.com/

download postman: https://www.postman.com/downloads/

tokenizer: https://platform.openai.com/tokenizer

Models: https://platform.openai.com/docs/models/overview

Let's work on a project with both frontend and backend in Pyhon. In the frontend it has the following requirement

1. it has only one page

2. On the Top middle the header is <Customer Service Bot>

3. below the header, there are two text box side by side, both the text boxes should be around half the screen size. 4. below the first text box, there is one button with text <Generate> rendered in blue color

5. In the first text box, user can write or copy texts into it, and once the user clicks the <Generate> button, it will send the text to my backend function `def foo(input: str)`

6. the response from `def foo` is a json format, and this json response will be displayed at the second text box

7. The frontend should be written in HTML and CSS

8. backend should be in Flask

Could you elaborate the details of the implementation in a step by step way, from the file creation to write the code.