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.

Create an Office Event Planning and Coordination Plan

How can I create an office event planning and coordination plan?

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Best Practices for Ensuring Office Security

What are some best practices for ensuring office security?

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Managing Your Online Reputation on Social Media

Can you describe the different ways to manage your online reputation on social media?

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Use an "instruction template" method of prompting GPT-3 to generate a Python 3 module using placeholders and notes within a template that contains only a single line of actual Python.

Use this format: ''' <python 3 shebang> <module docstring> <imports> <initialize dotenv> <set key using OPENAI_API_KEY env var> def complete(prompt: str, **openai_kwargs) → str: <one-line docstring; no params> <use default kwargs: model=text-davinci-003,top_p=0.7,max_tokens=512> <note: 'engine' parameter is deprecated> <get completion> <strip whitespace before returning> <as script, d...

python 3 module docstring imports initialize dotenv set key openai_api_key engine parameter completion whitespace script demo

Prompt GPT to reliably generate text and JSON data in a precise format using Python assertions, f‑strings, and variables

assert result["Dua Lipa"]["biography"] == get_bio(name="Dua Lipa") assert result["Lady Gaga"]["biography"] == get_bio(name="Lady Gaga") for name in result: assert set(result[name].keys()) == {"biography", "genres"} assert.json.dumps(result,indent=2)=="""\

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Using Storytelling to Connect with Target Audience and Build a Strong Brand

How can we use storytelling to connect with our target audience and build a strong brand?

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How to Use Twitter's Advertising API to Automate and Optimize Ad Campaigns

How do I use Twitter's "Advertising API" feature to automate and optimize my ad campaigns?

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How to Make the Perfect Cake in Under 5 Minutes

How to make the perfect cake in under 5 minutes

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Share a Video of You Trying a New Hobby or Activity for the First Time

Share a video of you trying a new hobby or activity for the first time.

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Let's Create It to SEO Standards: Write the Lyrics to a Song Titled [Title of the Song]

Preview

Write the lyrics to a song titled [Title of the song]

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Create a Template for a Full Patient History Note for Endocrinology Patients Presenting with Type 2 Diabetes

Write a template for a full patient history note. The template should be specific to endocrinology and focused on patients presenting with signs and symptoms of type 2 diabetes.

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The Benefits of Using a Customer Analytics Tool

What are the benefits of using a customer analytics tool to understand and improve customer behavior?

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Improving Customer Satisfaction

How can our company improve customer satisfaction?

customer satisfaction customer service customer experience customer loyalty customer engagement

Using Instagram Analytics to Track Progress and Improve Content

How do I use Instagram analytics to track my progress and improve my content?

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How to Avoid Tweeting Too Much About Politics or Controversial Topics

How do I avoid tweeting too much about politics or controversial topics?

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Strategies for Improving Office Communication

What are some strategies for improving office communication?

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Best Practices for Managing Human Resources

What are some best practices for managing human resources?

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Tailor Your Resume to Specific Job Opportunities

How can I tailor my resume to specific job opportunities?

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Best Practices for Providing Excellent Customer Service

What are some best practices for providing excellent customer service?

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Strategies for Managing Stress at Work

What are some strategies for managing stress at work?

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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.