Create unique automation with ChatGPT

Search and store tool for Chat GPT Prompt

Create unique and engaging automation with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.

Strategies for Automating Regression Testing in [Language] Project

Suggest strategies for automating regression testing in the given [language] project: [project description].

Automating Deployment Strategy for [Language] Application to [Cloud Provider/Environment]

Propose a strategy to automate the deployment of the given [language] application to [cloud provider or environment]: [app description].

Ways to Use Email Automation for Time Saving and Higher Conversions

What are some effective ways to use email automation to save time and increase conversions?

Automating Customer Feedback Analysis with Machine Learning Algorithms for Faster Insights

Using machine learning algorithms, how can we automate our customer feedback analysis for faster and more accurate insights?

Automating Customer Support with Machine Learning Algorithms

Using machine learning algorithms, how can we automate our customer support system to provide faster and more accurate responses to customer inquiries?

How to Implement A CI/CD Pipeline: Tips and Strategies for Your Agency
 How to Implement A CI/CD Pipeline: Tips and Strategies for Your Agency
Preview

Recommend [number] strategies for implementing a continuous integration and continuous deployment (CI/CD) pipeline within our agency to automate testing and deployment processes. Context: Target audience — [your target audience here] Current CI/CD processes — [describe current CI/CD processes here] Desired CI/CD outcomes — [your desired outcomes here] Inspiration: "[CI/CD strateg...

How to Improve Open Rates Using Email Marketing Automation Tools

How can I use email marketing automation tools to improve open rates?

Best Ways to Use Email Triggers to Increase Open Rates

What are the best ways to use email triggers to increase open rates?

Creating an Opinion about Automation for Optimizing Email Campaigns for Mobile Devices

What are the most effective ways to use automation to optimize my email campaigns for mobile devices?

Optimizing Email Campaigns for Mobile Devices with Mobile-Specific Marketing Automation Tools

How can I use mobile-specific marketing automation tools to optimize my email campaigns for mobile devices?

Email Deliverability Best Practices for Email Automation

How can I use email deliverability best practices for email automation?

Using Email Marketing Automation to Send Targeted Email Campaigns

How can I use email marketing automation to send targeted email campaigns?

Using A/B Testing to Test Email Marketing Automation Triggers and Actions

How can I use A/B testing to test the effectiveness of different email marketing automation triggers and actions?

Best Practices for Improving Email List Building with Email Marketing Automation Tools

What are the best practices for using email marketing automation tools to improve email list building?

Creating an Opinion about Email Marketing Automation Workflows for Improved List Building

What are the most effective ways to use email marketing automation workflows to improve email list building?

How to Use Email Marketing Automation Workflows to Segment Your Email List

How can I use email marketing automation workflows to segment my email list?

The Most Effective Ways to Use Email Marketing Automation Tools to Build an Email List

What are the most effective ways to use email marketing automation tools to build my email list?

The Most Effective Ways to Use Email Marketing Automation to Build Your Email List

What are the most effective ways to use email marketing automation to build my email list?

Using Email Automation to Build Your Email List

How can I use email automation to build my email list?

How can I use email automation to nurture leads and convert them into customers?

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.


What is prompt engineering

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.


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.
play background gpt3

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.