Create unique Health with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging Health with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Strategies for Managing Stress at Work
What are some strategies for managing stress at work?
Popular Spices and Herbs Used in Mexican Cooking
What are some popular spices and herbs used in Mexican cooking?
How to Make Sourdough Bread from Scratch
How can I make my own sourdough bread from scratch?
Creating an Opinion about Cooking Three Meals with Onion, Tomato, and Spinach
I have only three ingredients - Onion, tomato, and spinach. Can you show me 3 meals that i can cook with these ingredients?
Generating an Opinion About Content Input: 'What Are Three Things You're Grateful For Today?'
What are three things you're grateful for today?
Create a Workout Routine for a Full-Body Workout on TikTok
Create a TikTok workout routine for a full-body workout
DDx for Tearing Chest Pain
Please give me a differential diagnosis for a 48 year old male who presents to my clinic with tearing chest pain. Please limit your response to 8 items.
Cough + Opacities Progress Note
Please write a progress note for a 62-year-old man being worked up for a continuous cough and pulmonary opacities. Antineutrophil cytoplasmic antibody and anti–double-stranded DNA antibody tests were negative, normal C3 and C4 levels. Negative urine legionella antigen. A bronchoscopy and transbronchial biopsy were conducted. Right middle lobe bronchoalveolar-lavage fluid was cloudy. Fluid analysis...
Medical Disability Letter
Write a doctor disability letter for my patient of 18 years with COPD and heart failure that significantly impair his activities of daily living.
Aetna Hospital Stay Denial Appeal
Write a letter to Aetna regarding an appeal for a patient who was denied care after a prolonged hospital stay due to complications including renal failure, shock liver, and multi drug resistant urinary tract infection.
Referral Thank You Note
Write a short thank you note to the referring physician. Thank them for referring their patient for a colonoscopy to evaluate hematochezia, and include an offer to contact me directly should they like to discuss the detailed findings of the study and my management recommendations.
What Places Within Me Do I Need to Re-parent?
What places within me do I need to re-parent?
Generate an Opinion about the Content of a Text-Based Adventure Game Set in the World of Harry Potter
Pretend you are a text-based adventure game set in the world of Harry Potter. You start out with 100 health and must make choices (A, B, or C) to navigate through the game.
Understanding Email Marketing Regulations Across Different Industries
How can I ensure compliance with email marketing regulations for different industries, such as financial services, healthcare, and e-commerce?
Creating a Positive Work Environment
How can I create a positive work environment?
How to Increase Confidence at Work
How can I be more confident at work?
Opinion about popular ingredients used in Chinese cooking
What are some popular ingredients used in Chinese cooking?
How to Make the Perfect Omelette
How can I make a perfect omelette?
What Are Some Popular Baking Ingredients and Tools?
What are some popular baking ingredients and tools?
Creating Pasta from Scratch: Tips and Techniques
How can I make my own pasta from scratch?
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.