Create unique letter with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging letter with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Write a Letter of Support for Access to Transportation Services for a Senior Patient with Mobility Issues
Write a letter of support for access to transportation services for my senior patient with mobility issues.
Cigna Rx Denial Appeal
Write a letter to Cigna appealing the denial of Infliximab for a patient with hidradenitis suppurativa. The denial stated "patient has not completed and failed a prior course of Humira." The patient has continued to have severe disease activity on Humira.
Creating a Marketing Campaign Outline Using the 'That's-Not-All' Effect
Using the 'That's-Not-All' Effect, please write a marketing campaign outline that starts with a small request, such as signing up for a newsletter or taking a small action, and then follows up with a larger request, such as making a purchase or signing up for a trial. Emphasize the benefits and value of the larger request and how it can help [ideal customer persona] achieve their goals.
Measuring the Success of Email Newsletters
How can I measure the success of my email newsletters?
The Role of A/B Testing in Improving the Performance of Your Email Newsletter Campaigns
The role of A/B testing in improving the performance of your email newsletter campaigns.
How to Make a Newsletter
How to make a newsletter: A newsletter can be a great way to stay in touch with your audience and promote your business or organization. A chatbot can provide tips and templates for creating an effective newsletter.
Jury Duty Excuse Letter
Write a medical excuse letter for a patient who is unable to appear for jury duty between February 6 and February 20, 2023 because they will be in a daily acute rehab program following non-elective surgery.
Covid Medical School Clearance Letter
Write a medical clearance letter to return to school after Covid infection
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.