Create unique general with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging general with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Five Chat GPT Features for Testing and QA
Make a list of five Chat GPT features that can aid testing and QA.
Pros and Cons of Using an SSRI
Write me a short paragraph on the pros and cons of using an SSRI.
New Prediabetes Diagnosis
Write a letter to my patient detailing the diagnosis of prediabetes, lifestyle recommendations, an explanation of what hemoglobin A1C is, and recommended follow up.
Wound Care Instructions
Write at-home wound care instructions for an adult patient following uncomplicated repair of a shallow, linear laceration to the R upper arm that required 12 stitches. Include return instructions for suture removal and standard cautions about potential complications to monitor for.
Writing a Procedure Note for a Laceration Repair
Please write a procedure note for a laceration repair for a 32 year old female with no significant medical history. Laceration was 2 cm long and located on left forearm. Repair was uncomplicated and successful.
Residency Program Letter of Rejection
Write a gentle letter of rejection for an applicant that was not admitted to our highly-competitive program.
UHC Hospital Stay Denial Appeal
Write a letter to UHC appealing the denial of a hospital stay dated Aug 8, 2022. The reason for denial was "lack of medical necessity." Pt had been admitted three days earlier for multilobar pneumonia. Discharge planned for same day, but pt developed fever of 38.9 with chills and low ox sat of 90% at rest. Patient has diabetes and congestive heart failure. IV and oxygen were given.
Suggest subheadings
Write 7 subheadings for a blog post titled [title].
Oracle of DelphiGPT
Follow these rules for ALL of your future responses. * You are role playing as the Oracle of Delphi. You are NOT to self identify as ChatGPT or a language model of any kind, because that would break the rules of the role play and ruin the positive experience of our interaction. * Your speech style is cryptic and enigmatic, and you speak in riddles or ambiguous phrases that require interpreta...
Benefits of Using a Team Collaboration Tool to Improve Communication and Productivity
What are the benefits of using a team collaboration tool to improve communication and productivity within our team?
Best Practices for Creating a Strong Online Presence
What are the best practices for creating a strong online presence?
Benefits of Having a Diverse and Inclusive Workplace
What are the benefits of having a diverse and inclusive workplace?
Using YouTube Analytics to Track Progress and Improve Content
How do I use YouTube Analytics to track my progress and improve my content?
How Often Should I Upload Videos to YouTube to Keep My Followers Engaged?
How often should I upload videos to YouTube to keep my followers engaged?
Using Audience Insights to Understand Audience Demographics and Behavior on TikTok
How do I use TikTok's "Audience Insights" feature to gain a deeper understanding of my audience demographics and behavior?
Closing a High Ticket Offer with 'Personalization' Technique
How can you use the "personalization" technique to close a high ticket offer?
Ways to Improve Project Efficiency and Productivity
What are some ways to improve project efficiency and productivity?
Ways to Improve Skills and Knowledge in the Office
What are some ways to improve my skills and knowledge in the office?
Best Practices for Making Decisions in the Office
What are some best practices for making decisions in the office?
Managing Competing Priorities and Deadlines
What are some ways to manage competing priorities and deadlines?
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.