Create unique Programming with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging Programming with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Generating an Opinion about Structuring a WordPress Website for a Small Business
I'm making a website for a small business [Business description]. I need ideas on how to structure the website using WordPress.
Let's Create an Opinion About the Content of the Input: What Exactly Does This Regex Do?
What exactly does this regex do? rege(x(es)?|xps?).
How to Implement Server-Side Rendering with Next.js
I want to implement server-side rendering for my React application. Can you provide an example of how to do that using Next.js?
Create a REST API Endpoint in Node.js and Express
I need to create a REST API endpoint for my web application. Can you provide an example of how to do that using Node.js and Express?
Explaining the Document Object Model (DOM) in Web Development
Can you explain the Document Object Model (DOM) in web development?
Optimizing Images for Web Performance
How do you optimize images for web performance?
Understanding the Difference between GET and POST Requests in HTTP
What is the difference between a GET and POST request in HTTP?
Five Chat GPT Features to Optimize Performance
Create a list of five Chat GPT features that can aid in optimizing performance.
Five Chat GPT Tools Every Programmer Should Utilize
Create a list of five Chat GPT tools that all programmers should utilize.
Creating a List of Five GPT Chat Features to Aid in Software Development
Create a list of five Chat GPT features that can aid in software development.
Improve Editing and Visual Effects on TikTok Videos
How can I improve the editing and visual effects in my TikTok videos?
Creating an Opinion about Let's Play Rock Paper Scissors
Let's play rock paper scissors
Generating an Opinion about Writing a MIDI File using Python3 Code
I want to write a midi file. Can you provide python3 code that writes a simple tune using a for loop to add each note?
Encoding a Melody to MusicXML
How would you encode the melody to "<Song of your choice>" as MusicXML?
Generate an Opinion about a Song Featuring Both a Programmer and a Non-Programmer
Create a song featuring both a programmer and a non-programmer.
Create a YAML Template to Detect the Magento Version for the Nuclei Vulnerability Scanner
Create a YAML template to detect the Magento version for the Nuclei vulnerability scanner.
Creating a Tutorial on Optimizing Code Performance Using GPT Chat
Create a tutorial on optimizing code performance using Chat GPT.
The Advantages of Using Chat GPT for Agile Development
Write a blog post discussing the advantages of utilizing Chat GPT for agile development.
Incorporating Continuous Testing and Quality Assurance in [Language] Projects: A Helpful Guide
Share advice on how to incorporate continuous testing and quality assurance into the development process for a [language] project.
Comparing Language Testing Frameworks and Choosing the Best One for Your Project
Compare different [language] testing frameworks and recommend one that best suits the given project: [project description].
What is “prompt engineering”?
A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.
In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.”
![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k
Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.
Going from beginner → advanced prompt engineer
As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how
Spend time with the tools
- The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
- Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
Become a prompt researcher instead of engineer
- If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
- For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?
Become a prompt researcher instead of engineer
- The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
- Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.