Create unique IV with ChatGPT

Search and store tool for Chat GPT Prompt

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

Six Effective Yoga Poses or Stretches for Back and Neck Pain

Describe six effective yoga poses or stretches for back and neck pain

How to Calculate Total Daily Energy Expenditure (TDEE) Based on Activities and Food Consumption

Total Daily Energy Expenditure based on my daily activities and food consumption.

Creating Innovative Ways to Enhance Mobility and Social Status for People in Wheelchairs

Create innovative ways to get people in wheelchairs around that will raise their social status and give them more freedom.

Creating a Scene Where a Character Faces Their Fears

Create a scene where a character faces their fears.

Chat GPT's Future in Software Development

Create an article about Chat GPT's future in software development.

Generating an Opinion on Popular Content Topics Related to a Given Topic

Find popular content topics related to [TOPIC]

Research the Best Tactics for Mobile Optimization

Research the best tactics for [TOPIC] mobile optimization

Create a List of Synonyms for [TOPIC] Keywords

Create a list of synonyms for [TOPIC] keywords

Prazosin Administration Instructions

Write medication instructions for my patient explaining that their prazosin needs to be taken every day at bedtime.

Post-Egg Retrieval Instructions

Write post-procedure instructions for egg retrieval.

Laparoscopic Appendectomy Note

Write a procedure report for an uncomplicated laparoscopic appendectomy in a 46-year-old woman with an acute abdomen and CT evidence of appendiceal inflammation.

Surgical Clearance

Write a letter for surgical clearance for a breast reduction to the surgical specialist.

Records Release Form, UFMC

Write a release of information form providing Union Family Medical Center with access to my patient's medical records.

Hospital Transfer Letter

Write a hospital transfer letter for patient John Doe from Dr. Harvey Smith at Sequoia Hospital to Stanford Hospital and Clinics for emergent neurosurgical management of an MCA aneurysm following presentation to the ED this morning with a sentinel bleed.

DMV Impairment Letter

Write a letter of medical impairment to the DMV for my patient who has an uncontrolled seizure disorder.

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.

Write a Letter to Cigna Appealing Denial of Cimzia for Patient with Psoriasis

Write a letter to Cigna appealing the denial of Cimzia for a patient with psoriasis. The denial stated "patient has not completed and failed a prior course of Humira." The patient had a previous hypersensitivity to Humira with hives and difficulty breathing.

Aetna Procedure Denial Appeal

Write a letter to Aetna appealing the denial of elective lipoma removal dated Aug 8, 2022. The reason for denial was "appears cosmetic." Patient has a 17 cm x 3 cm cylindrical lipoma on the right side of their back. The superior pole is immediately medical to the scapula and then descends 17cm to their mid back. The lipoma is large enough to materially affect the range of motion of their right sho...

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 Effective Infographics Using Copywriting

How can I use copywriting to create effective infographics?

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.