Create unique Product descriptions with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging Product descriptions with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
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.
School Excuse Letter
Write a doctor's note to excuse my patient from work for the next 3 days as they recover from a bout of strep throat. They are on antibiotics, but are still likely infectious for the next 24-48 hours.
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.
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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.