An expert in prompt engineering provides guidelines on designing effective prompts for natural language models. The document discusses prompt engineering principles, what makes a good prompt, and various prompt frameworks including priming, focused prompts, and practical everyday prompts. Effective prompts are clear, concise, unambiguous, and provide the necessary context and task to generate a desired response from a model. Iteration and adapting the prompt based on the response is important.
This document discusses generative AI and its potential transformations and use cases. It outlines how generative AI could enable more low-cost experimentation, blur division boundaries, and allow "talking to data" for innovation and operational excellence. The document also references responsible AI frameworks and a pattern catalogue for developing foundation model-based systems. Potential use cases discussed include automated reporting, digital twins, data integration, operation planning, communication, and innovation applications like surrogate models and cross-discipline synthesis.
In the US, people are already implementing the use of converstaionl AI, ChatGPT in everydy mundane tasks. Implementation is not only limited to that. Various industries are also using this revolutionary technology for maintaining a superior customer experience. People are also criticizing ChatGPT for creating employment threats and also being unethical in it's answers. The technology is being widely applauded but everything has certain pain points associated with it.
Let's talk about GPT: A crash course in Generative AI for researchersSteven Van Vaerenbergh
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This talk delves into the extraordinary capabilities of the emerging technology of generative AI, outlining its recent history and emphasizing its growing influence on scientific endeavors. Through a series of practical examples tailored for researchers, we will explore the transformative influence of these powerful tools on scientific tasks such as writing, coding, data wrangling and literature review.
AI will not steal your job, but those who know how to use it might. In this session, you will learn about artificial intelligence (AI), ChatGPT and more and their impact on content marketing. Where and how are we using AI without realizing and what more can we do to be more productive, creative and efficient with our content marketing efforts? The amount of content being produced is not decreasing. AI will help you scale your content production to remain competitive and drive engagement.
The document discusses advances in large language models from GPT-1 to the potential capabilities of GPT-4, including its ability to simulate human behavior, demonstrate sparks of artificial general intelligence, and generate virtual identities. It also provides tips on how to effectively prompt ChatGPT through techniques like prompt engineering, giving context and examples, and different response formats.
An Introduction to Generative AI - May 18, 2023CoriFaklaris1
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For this plenary talk at the Charlotte AI Institute for Smarter Learning, Dr. Cori Faklaris introduces her fellow college educators to the exciting world of generative AI tools. She gives a high-level overview of the generative AI landscape and how these tools use machine learning algorithms to generate creative content such as music, art, and text. She then shares some examples of generative AI tools and demonstrate how she has used some of these tools to enhance teaching and learning in the classroom and to boost her productivity in other areas of academic life.
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPTAnant Corporation
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This document provides an agenda for a full-day bootcamp on large language models (LLMs) like GPT-3. The bootcamp will cover fundamentals of machine learning and neural networks, the transformer architecture, how LLMs work, and popular LLMs beyond ChatGPT. The agenda includes sessions on LLM strategy and theory, design patterns for LLMs, no-code/code stacks for LLMs, and building a custom chatbot with an LLM and your own data.
In this session, you'll get all the answers about how ChatGPT and other GPT-X models can be applied to your current or future project. First, we'll put in order all the terms ā OpenAI, GPT-3, ChatGPT, Codex, Dall-E, etc., and explain why Microsoft and Azure are often mentioned in this context. Then, we'll go through the main capabilities of the Azure OpenAI and respective usecases that might inspire you to either optimize your product or build a completely new one.
Prompt engineering involves crafting prompts to elicit specific responses from language models. Key components of prompt engineering include clarity, length, context setting, question phrasing, formatting, temperature and max tokens, context length, using prompts in series, task specification, and ethical considerations. Prompt engineering requires a thoughtful approach to guide models and generate accurate and useful outputs.
The document discusses various use cases for learning ChatGPT through prompts provided in the book "The art of Prompt Engineering with ChatGPT". These use cases include brainstorming ideas in a table, translating a poem from Marathi to English, summarizing content for children, writing articles and blogs, academic writing, drafting emails, learning to code with Python, finding recipes based on available ingredients, and noting important points about ChatGPT's capabilities and limitations. The document provides examples of prompts and ChatGPT's responses for each use case.
Chat GPT and Generative AI in Higher Education - Empowering Educators and Lea...Alain Goudey
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If you failed to join us for this inspiring and groundbreaking conference that explores the transformative potential of ChatGPT and generative AI in higher education at AACSB Innovative Curriculum Conference in 2023. This slidedeck brings together some ideas in education, technology, and artificial intelligence to delve into the exciting possibilities that these innovative technologies hold for educators and learners alike.
Discover how ChatGPT and generative AI are revolutionizing teaching methods, enhancing student engagement, and promoting personalized learning experiences. Gain insights into the latest developments in AI-powered educational tools and platforms, and learn how they can help students overcome academic challenges, foster critical thinking, and unlock their full potential.
At NEOMA we are at the forefront of integrating AI into the classroom, and explore successful case studies that showcase the immense benefits of this digital transformation. We also address the ethical considerations, best practices, and strategies for harnessing the power of ChatGPT and generative AI to create more equitable and inclusive educational environments.
Let's embark together on a thrilling journey that will redefine the way we teach, learn, and grow with AI, connect on social networks with me.
Prompt engineering is a technique in artificial intelligence to get AI models like ChatGPT to respond correctly to our needs. The 5W1H framework can be used to get good results from ChatGPT by structuring prompts around what, who, why, where, which, and how. Prompts should provide context on what is expected from the AI, who the context is for, why the generated content is needed, where it will be used, which additional information is required, and how the output should be formatted. Well-structured prompts using this framework can elicit high-quality responses from ChatGPT.
The updated non-technical introduction to ChatGPT SEDA March 2023.pptxSue Beckingham
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This webinar provides a brief history of ChatGPT and very recent developments in MS Bing and Edge and the launch of Google's Bard. Examples of how ChatGPT can be used and what implications and issues are foreseen are discussed.
ChatGPT 101 - Vancouver ChatGPT ExpertsAli Tavanayan
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This document discusses using ChatGPT to plan a meetup session. It provides an agenda for exploring ChatGPT's capabilities, including finding a title, writing marketing copies, social posts, an email sequence, and presentation slides. Attendees are invited to share their experiences interacting with ChatGPT. The next event is announced as focusing on using ChatGPT for email marketing.
What is ChatGPT and how can we use it? This is a talk given at Affiliate Summit West -- January 2023 to explain what ChatGPT is and isn't and how we can use it in Search.
All images were created using Dall-e.
Guiding through a typical Machine Learning PipelineMichael Gerke
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Many People are talking about AI and Machine Learning. Here's a quick guideline how to manage ML Projects and what to consider in order to implement machine learning use cases.
This document provides a 50-hour roadmap for building large language model (LLM) applications. It introduces key concepts like text-based and image-based generative AI models, encoder-decoder models, attention mechanisms, and transformers. It then covers topics like intro to image generation, generative AI applications, embeddings, attention mechanisms, transformers, vector databases, semantic search, prompt engineering, fine-tuning foundation models, orchestration frameworks, autonomous agents, bias and fairness, and recommended LLM application projects. The document recommends several hands-on exercises and lists upcoming bootcamp dates and locations for learning to build LLM applications.
One thing to keep in mind is that ChatGPT, like all language models, is not perfect and may not always produce the desired results. Therefore, there are several things that businesses should consider before using ChatGPT. Here is a detailed explanation of some of the key limitations of ChatGPT. To know all problems of ChatGPT then visit blog post at https://windzoon.com/blog/chatgpt-for-small-businesses/
The document discusses strategies for using generative AI to enhance training, including generating examples, explanations, tests, and other materials to help assess students' understanding of topics. It provides example prompts that could be given to ChatGPT to generate these types of training materials for topics like Salesforce Apex triggers. The prompts are meant to guide ChatGPT to provide accurate and detailed materials that assess different levels of understanding and help students learn effectively.
The document provides guidance for developing a business model canvas over three days at a startup workshop.
Day 1 focuses on defining customer segments, validating problems, and sketching initial business model ideas. Day 2 involves further developing the business model canvas, designing surveys and questionnaires, and planning customer acquisition. Day 3 consists of finalizing the business model, preparing a pitch, and presenting to judges for feedback. The overall goal is to create a minimum viable product or prototype to demonstrate the business concept.
In this presentation, we walk through some of the tips and tricks of using ChatGPT to better one's prompts interacting with ChatGPT. Hope you find it useful :-)
Letsgetstartaffiliate.com power point 51 important tips to create your busin...Business Secrets
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Ready to Win. Professionally researched, planned and prepared so that you can effectively deliver the right message to your target audience. Designed correctly. With points that are illustrated and visually illustrated without overwhelming your audience or unnecessarily complicating your message....
Interest: None
Ā· Assignment 3 Forced Ranking and TechnologyDue Week 10 and wor.docxodiliagilby
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Ā· Assignment 3: Forced Ranking and Technology
Due Week 10 and worth 200 points
In this assignment, you will prepare a presentation in which you recommend a forced ranking performance evaluation system to the Director of Human Resources of the organization examined in Assignment 3.
(Note: You may create and / or make all necessary assumptions needed for the completion of these assignments. In your original work, you may use aspects of existing processes from either your current or a former place of employment. However, you must remove any and all identifying information that would enable someone to discern the organization[s] that you have used.)
Prepare a ten to fifteen (10-15) slide PowerPoint presentation in which you:
1. Provide a title slide (as indicated in the format requirements below).
2. Develop a forced ranking performance evaluation system to improve the overall performance of the selected organization.
3. Prioritize the pros and cons with the greatest impact on the effectiveness of the forced ranking performance evaluation system. Provide a rationale for your response.
4. Suggest three (3) key implementation steps for the forced ranking performance evaluation system.
5. Propose three (3) ways in which the selected organization could use technology as an enabler for the forced ranking performance evaluation system.
6. Provide a summary slide which addresses key points of your paper.
7. Narrate each slide, using a microphone, and indicate what you would say if you were actually presenting in front of an audience.
8. Use four (4) external sources to support your responses. Note: Wikipedia and other Websites do not qualify as academic resources.
Your assignment must follow these formatting requirements:
. Format the PowerPoint presentation with headings on each slide and relevant graphics (photographs, graphs, clip art, etc.), ensuring that the presentation is visually appealing and readable from eighteen (18) feet away. Check with your professor for any additional instructions.
. Include a title slide containing the title of the assignment, the studentās name, the professorās name, the course title, and the date. The title slide is not included in the required slide length.
PRINCIPLES OF MARKETING
MKT301
Marketing Plan Guidebook
MKT301 Fall
2017 Marketing Plan Guide
2
Table of Contents
I. Introduction ..................................................................................................................... 3
II. Product Selection............................................................................................................ 3
III. The Process .............................................................................................................. 4
IV. General Requirements:............................................................................................. 4
V. Modules Warning.......................................................... ...
How to have better relation with ChatGPTAli Tavanayan
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Slides from the Session 3 of the Vancouver ChatGPT Experts meetup group.
This is level 100 (Basic) content about how to make prompts and take advantage of ChatGPT in different areas.
Breaking Into Product and Tech by Microsoft Product LeaderProduct School
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Main Takeaways:
-Leveraging your existing experience, or acquiring new experience, through a product lens
-Treating your resume like a product - effective story & resume building to stand out from the crowd
-Interview strategy, step-by-step question walkthroughs, and problem-solving frameworks
Infinite Possibilities - Writing with ChatGPT Prompts.pdfSam Maiyaki
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This book is a unique and innovative writing tool that will take your creativity to the next level.
Inside this book, you'll find hundreds of thought-provoking prompts and exercises designed to inspire you to write with clarity and depth. Whether you're a seasoned writer or just starting, these prompts will challenge you to think outside the box and explore new possibilities.
Written with the help of ChatGPT, an AI language model trained by OpenAI, each prompt is carefully crafted to encourage you to explore different perspectives, emotions, and themes. You'll be amazed at the variety and richness of ideas flowing from your mind as you work through the prompts.
Whether you're writing for personal growth, to develop your skills, or to create content for your blog or business, Infinite Possibilities - Writing with ChatGPT Prompts will give you the tools you need to unlock your full creative potential.
So if you're ready to take your writing to the next level, grab a copy of Infinite Possibilities - Writing with ChatGPT Prompts today and start exploring the infinite possibilities of your imagination.
The document summarizes key principles from the book "Lean UX: Applying Lean Principles to Improve User Experience". It discusses how Lean UX focuses on continuous and collaborative research, prototyping MVPs to validate hypotheses, and integrating UX design into agile processes. The goal is to eliminate waste and get customer feedback early to guide product development.
The document provides an introduction to product management. It discusses how to build a product from idea to launch, including developing a minimum viable product (MVP), product roadmap, and user stories/scenarios. It also covers product management skills and tools, such as the Kano model for understanding customer satisfaction and working backwards from a press release. Wireframing, mockups, and prototypes are presented as ways to represent a product design before development.
Proposal for writing an instructional bookletYeonKyung Lee
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1. The document is a proposal from YeonKyung Lee requesting authorization to create an instructional booklet on how to design effective PowerPoint slides.
2. The proposed booklet would provide easy design methods in three categories - background, font, and content - to help students improve poorly designed slides and enhance their presentation skills.
3. The methods aim to make slides more readable and understandable through visualization techniques like customized backgrounds, appropriate font usage, and combining words with graphs and images. A timeline and the author's qualifications are also included.
Why And How to Transition into Product Management by Google PMProduct School
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Nabil Shahid walks through their journey to Product Management in the world of tech, talking about how to market your skills and how to get into the industry. He also touches on balancing knowledge and personal experience with what's best for a wider user group.
Ready to revolutionize your content creation journey? š Dive into the magic now! š” Don't just watch, join the creative community! š #CreativeRevolution #UnlockInnovation #JoinTheJourney #ContentCreatorsUnite #RevolutionizeYourContent #ExploreWithUs
ENT 435 Education Specialist / snaptutorial.comMcdonaldRyan143
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For more classes visit
www.snaptutorial.com
Hypothesize a set of at least three arguments as to why innovation is important to the competitiveness of nations, companies, leaders, and individual employees.
This document discusses product development processes and organizations. It covers the following key points:
1. An enterprise must define both a product development process and organization. A well-defined process helps ensure quality, coordination, planning, and continuous improvement. Organizations must be formed to effectively implement the process.
2. Opportunity identification involves generating many opportunities, screening them, and selecting the best ones. About half of innovation opportunities come from internal sources and half from external customers and sources.
3. Product planning takes place before approval and resource allocation. It determines market segments, technologies, manufacturing goals, financial targets, budgets, and timeframes. The five-step process involves identifying opportunities, evaluating and prioritizing them,
The document discusses planning for content reuse, including analyzing existing content, anticipating future needs, and building a content repository. It recommends designing a content model that supports topic-based writing and reusable content units. The document provides examples of content inventories, information types, and templates to help structure content for reuse.
This document provides information about the Business Model Starter Kit workbook for tech entrepreneurs. It was created by Budher Song and others, revising existing business model canvases from Business Model Generation and Lean Canvas under Creative Commons licensing. The workbook aims to educate entrepreneurs on systematic problem solving using 9 canvas blocks based on lean startup methodology. It covers stages from problem identification to product/market fit to scaling. The document lists contributors and provides background on why the workbook was created to diffuse lean startup practices.
Preparing for the PM Interview by YouTube Product LeaderProduct School
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Main takeaways:
-My story! What went well and how I did it.
-Mini case study- where I solve a PM question live.
-Pointers to effective resources (what books to read and how to prepare).
-Walk away with a PM interview toolkit.
How to Make a Field Storable in Odoo 17 - Odoo SlidesCeline George
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Letās discuss about how to make a field in Odoo model as a storable. For that, a module for College management has been created in which there is a model to store the the Student details.
Demonstration module in Odoo 17 - Odoo 17 SlidesCeline George
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In Odoo, a module represents a unit of functionality that can be added to the Odoo system to extend its features or customize its behavior. Each module typically consists of various components, such as models, views, controllers, security rules, data files, and more. Lets dive into the structure of a module in Odoo 17
Topics to be Covered
Beginning of Pedagogy
What is Pedagogy?
Definition of Pedagogy
Features of Pedagogy
What Is Pedagogy In Teaching?
What Is Teacher Pedagogy?
What Is The Pedagogy Approach?
What are Pedagogy Approaches?
Teaching and Learning Pedagogical approaches?
Importance of Pedagogy in Teaching & Learning
Role of Pedagogy in Effective Learning
Pedagogy Impact on Learner
Pedagogical Skills
10 Innovative Learning Strategies For Modern Pedagogy
Types of Pedagogy
Life of Ah Gong and Ah Kim ~ A Story with Life Lessons (Hokkien, English & Ch...OH TEIK BIN
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A PowerPoint Presentation of a fictitious story that imparts Life Lessons on loving-kindness, virtue, compassion and wisdom.
The texts are in Romanized Hokkien, English and Chinese.
For the Video Presentation with audio narration in Hokkien, please check out the Link:
https://vimeo.com/manage/videos/987932748
How to Use Pre Init hook in Odoo 17 -Odoo 17 SlidesCeline George
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In Odoo, Hooks are Python methods or functions that are invoked at specific points during the execution of Odoo's processing cycle. The pre-init hook is a method provided by the Odoo framework to execute custom code before the initialization of the module's data. ie, it works before the module installation.
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...Codeavour International
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Unlocking potential across borders! šāØ Discover the transformative journey of Codeavour 5.0 International, where young innovators from over 60 countries converged to pioneer solutions in AI, Coding, Robotics, and AR-VR. Through hands-on learning and mentorship, 57 teams emerged victorious, showcasing projects aligned with UN SDGs. š
Codeavour 5.0 International empowered students from 800 schools worldwide to tackle pressing global challenges, from bustling cities to remote villages. With participation exceeding 5,000 students, this year's competition fostered creativity and critical thinking among the next generation of changemakers. Projects ranged from AI-driven healthcare innovations to sustainable agriculture solutions, each addressing local and global issues with technological prowess.
The journey began with a collective vision to harness technology for social good, as students collaborated across continents, guided by mentors and educators dedicated to nurturing their potential. Witnessing the impact firsthand, teams hailing from diverse backgrounds united to code for a better future, demonstrating the power of innovation in driving positive change.
As Codeavour continues to expand its global footprint, it not only celebrates technological innovation but also cultivates a spirit of collaboration and compassion. These young minds are not just coding; they are reshaping our world with creativity and resilience, laying the groundwork for a sustainable and inclusive future. Together, they inspire us to believe in the limitless possibilities of innovation and the profound impact of young voices united by a common goal.
Read the full impact report to learn more about the Codeavour 5.0 International.
How To Sell Hamster Kombat Coin In Pre-marketSikandar Ali
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How To Sell Hamster Kombat Coin In Pre Market
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How To Sell Hamster Kombat Coin In Pre Market
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4. The process of designing and improving prompts used in natural
language processing (NLP) models such as ChatGPT, chatbots, or
virtual assistants is known as prompt engineering. Creating
prompts that are clear, simple, and effective in generating the
desired answer is part of this process. (Also known as prompt
engineering; just as a well-designed hook is more likely to
capture its target fish, a well-crafted prompt is more likely to get
the desired response.)
What is Prompt Engineering
5. Principles of Prompt Engineering
1-Be specific: The more criteria you give, the more
focused the output will be.
2- Work in steps: Break tasks into small chunks. This
returns better results, just as it would with a human.
3-Iterate and improve: Re-work the inputs and have
ChatGPT improve on its own output.
6. What Makes a Good Prompt
Great outputs all come down to the data the model was trained on, its parameters, and good
prompting. Since we can only control one of these, hereās what good prompting boils down to:
-Clear and concise language that is direct and unambiguous.
-The persona that you assign to ChatGPT, aka who it will be acting as in your prompt.
-The information and examples that you provide, aka your input. (information and examples can be
referenced by ChatGPT in the previous chat history)
-A specific task that you are requesting ChatGPT to complete, aka your desired output.
-Refinement as needed once you receive your first response, aka reiteration until receiving the desired
output.
7. Prompting Steps
-Define the problem or goal: Clearly articulate what you want ChatGPT to help you with
and what kind of response you are looking for.
-Use relevant keywords and phrases: Input the most useful industry and topic-related
terms into the prompt, which will help guide ChatGPT toward generating the desired
response.
-Write the prompt: Craft a concise prompt that clearly communicates the information and
task that is required, using the keywords and phrases identified in steps 1 and 2.
-Test, evaluate, and iterate: Generate responses with ChatGPT, evaluate the results, and
adjust the prompt as necessary to elicit the desired response. Repeat the process until a
successful prompt is created that consistently generates the desired response.
8. Prompt Priming
āPrimingā refers to the practice of providing some initial input to the
model before generating a response. The initial input is intended to
guide the model toward generating a response that is more relevant
and coherent with the user's intended output. (You can input entire
pieces of text youāve written for ChatGPT to be trained on)*
Example 1:
Without priming: Where should I go on my next
vacation?
9. With priming: I am interested in travelling on a family vacation with my
spouse and children. Ideally, we want a tropical destination that offers
access to a beach. Furthermore, it is preferable that our travel arrangements
consist of a single direct flight to and from Los Angeles International Airport
(LAX). Considering our financial limitations, we have allocated a travel
budget of $5,000. What destination would be recommended for my
upcoming vacation??
10. Example 2:
Without priming: Please create 3 potential titles for my new online course
that teaches how to use AI.
With priming: Please create 3 potential titles for my new online course that
teaches how to use AI. Here is an example of my recent course titles, please
emulate the styling and written format of these: āVideo Editing Masterclass:
Edit Your Videos Like a Pro!ā āCinematography Masterclass: The Complete
Videography Guideā
11. Write about productivity tools .
Example 3:
Write a blog post about the importance of productivity tools for
businesses.
12. 1.Define the following term and give a metaphorā¦
2. Elaborate on the purpose of...
3. Create a template for...
4. Construct an outline for this podcast...
5. Help me create a budget plan for...
6. Suggest some creative writing prompts to get me started...
7. Brainstorm 10 ideas for improving the writing in this transcript...
8. Draft a well thought-out chapter list for a book on...
9. List some recipes using these ingredients...
Simple Prompts
Starters
13. 10. Formulate a catalog of subjects related to...
11. Create a lesson plan for...
12. Compose 5 headlines for...
13. Sum up the following book in a tweet...
14. Design a comprehensive social media content strategy for...
15. Compose an introductory outreach email for...
16. Recommend some metaphors/analogies/synonyms for...
17. Craft a witty response to this message...
18. Transform this title into an intriguing hook...
19. Translate this into French...
14. 20. Compose a polite decline response to this email...
21. Create an opening scene for a video showcasing...
22. Suggest ways to improve my resume...
23. Explain the concept of...
24. Can you recommend some online courses or books to improve...
25. What are some effective strategies for...
26. Provide some tips for starting myā¦
27. Suggest some healthy meal options for...
28. Help me create a daily schedule to...
29. Explain the basics of...
30. Provide some guidance on...
15. Practical Everyday Prompts
Outlined below are a series of practical prompts and frameworks that can be
used for daily work and ideation. These are designed to provide a practical
prompting framework for individuals seeking to quickly enhance their
productivity and creative output.
1. Brainstorm New Ideas
Prompt Formula
ā¢ I'm looking to explore [subject] in a [format]. Do you have any suggestions on
[topics] I can cover?
16. Examples:
ā¢ I'm interested in creating an Instagram page that covers travel. What ideas do
you have on topics I could include, such as budget-friendly destinations and
hidden gems to visit?
ā¢ I'm working on a newsletter that focuses on technology. Can you recommend
topics that would be engaging for my audience, such as the latest gadgets and
software updates?
17. 2. Copy Generation
Prompt Formula
ā¢ I'm interested in [type of text] that highlights the [benefits] of [subject]. Please
write [#] for me on [subject].
Examples
ā¢ I need an email campaign that showcases the features of my new product. Can
you write one for me on the ease of use and affordability of the product?
ā¢ I'm interested in a website page that outlines the benefits of my coaching
services.
18. 3. Client and Customer Support/Email
Prompt Formula
ā¢ I want you to act as a customer support assistant who is [characteristic]. How
would you respond to [text] as a representative of our [type] company?
Examples
ā¢ I want you to act as a customer support assistant who is analytical. How would
you respond as a representative of our
tech startup to a customer who has experienced a bug while using our software?
ā¢ I want you to act as a customer support assistant who embodies confidence and
empathy. How would you assist a customer with a billing issue as a representative
of our financial services company?
19. 4. Generate Analogies
Prompt Formula
ā¢ I'm trying to better understand the concept of [concept], please help me better
understand this concept by creating a practical and easy to understand analogy.
Examples
ā¢ I'm trying to better understand the concept of photosynthesis, please help me
better understand this concept by creating a practical and easy to understand
analogy.
ā¢ I'm trying to better understand the concept of search engine optimization,
please help me better understand this concept by creating a practical and easy
to understand analogy.
20. 5. Bulk Copy Creation
Prompt Formula
ā¢ Please come up with [# of content] [type of content] for [platform] that includes
[references].
Examples
ā¢ Please come up with 8 email newsletters for my investment site that includes
industry reports and data analysis.
ā¢ Please come up with 4 video scripts for a marketing YouTube channel that includes
expert opinions and insights on digital marketing trends.
21. Effective Prompt Revisions
In contrast to conventional search engines, ChatGPT possesses a unique memory
capacity. It effectively retains information conveyed during prior conversations,
thereby enabling future prompts to be informed by the complete conversation
history. This feature is particularly useful, as it allows ChatGPT to understand
context and subtleties by the accumulation of knowledge in one chain of dialogue.
22. ā¢ Now put the single most important keywords in bold formattingā¦
ā¢ Organize this by date, location, price, etcā¦
ā¢ Come up with more novel and uncommon resultsā¦
ā¢ Please add the appropriate emojis to the following textā¦
ā¢ Explain this at the comprehension level of a 5 year old...
ā¢ Put this in tabular format with relevant categories...
ā¢ From the perspective of an industry expert, please rewriteā¦
ā¢ Rewrite this to be more informal/formalā¦
ā¢ Fix the grammar and find/replace the following termsā¦
ā¢ Now add some personality and humor to this...
23. * Write this from the perspective of or in the voice of...
ā¢ Summarize this into one tweet...
ā¢ Expand this into a 3 part summaryā¦
ā¢ Compare and contrast the most important informationā¦
ā¢ What are the 10 key takeawaysā¦
ā¢ From an expert point of view, how would you improveā¦
ā¢ Put this into a bullet-point list...
24. Focused Prompt Frameworks
Presented below are a set of highly effective prompt frameworks
aimed at enhancing focus and precision in generating outputs. By
providing a specific framework, these prompts enable ChatGPT to
produce more detailed, repeatable, and accurate responses.
25. Shot Prompting:
The three variations of shot prompting entail giving ChatGPT complete autonomy to
generate any response with zero shot prompting, to placing parameters and giving
reference data with one and few shot prompting.
Prompt Formula
ā¢ Zero Shot: No previous data or guidelines given before completing request.
ā¢ One Shot: One piece of data or guideline given before completing request.
ā¢ Few Shot: Multiple pieces of data or guidelines given before completing request.
Examples
ā¢ Zero Shot: āWrite a YouTube script for my tech review channel.ā
ā¢ One Shot: āUsing this Example 1 as reference, write a YouTube script for my tech
review channel.ā
ā¢ Few Shot: āUsing these Example 1, 2, 3 as reference, write a 5 minute YouTube script
on the latest iPhone camera specifications for my tech review channel. Start with a 10
second hook and notate a photo for each main point.ā
26. Chain of Thought Prompting:
This framework is a technique to guide ChatGPT to explain its answers in astep-by-
step format of its reasoning process. This technique helps ensure that the model's
answers are transparent and easy to understand, making its explanations more
useful for educational or explanatory purposes.
Prompt Formula
ā¢ [Your question]. Letās think step by step.
Examples
ā¢ What is the diameter of the sun? Letās think step by step.
ā¢ What is the weight of an oxygen molecule? Letās think step by step.
27. Tabular Format Prompting:
Using tabular format with ChatGPT allows for clear organization and presentation
of data, making it easier for the user to analyze and comprehend the output. This
leads to more accurate understandings and insights.
Prompt Formula
1. [Your question].
2. What are the different categories you can break your answer into for more
descriptiveness?
3. Now create one table that includes your original answer with these categories
separated into different columns.
Examples
ā¢ What are the main factors of growing a YouTube channel?
ā¢ Please list the top 5 travel destinations in South America.
28. Ask Before Answer Prompting:
This framework is a technique to guide ChatGPT to ask for clarification before giving an
answer. This helps ensure that the modelās answers are as accurate and specific as
possible.
Prompt Formula
1. You are an expert in the field of [industry]. Iām going to ask you to complete some
specific tasks, but before you answer, I want you to do the following: If you have any
questions about my task or uncertainty about delivering the best answer possible,
always ask bullet point questions for clarification before generating your answer. Is that
understood?
2. Great, my question is [question]. Your task is to [task]. Please ask any questions you
have so that I can improve my prompt before you complete your task.
29. Examples
ā¢ Great, my question is how can I drive more sales for my consulting business? Your
task is to create a step by step guide for me to implement into my business. Please
ask any questions you have so that I can improve my prompt before you complete
your task.
ā¢ Great, my question is how can I use ChatGPT to maximize my productivity? Your
task is to make a weekly schedule that I can follow. Please ask any questions you
have so that I can improve my prompt before you complete your task.
30. Fill-In-The-Blank Prompting:
This format allows the user to focus on a specific aspect of a sentence or idea and
encourages deeper thinking.
Additionally, it is a flexible tool for learning and communication which can be easily
adapted to different situations.
Prompt Formula
1. You are an expert at creating prompts that generate the most concise and
resourceful responses. What additional bullet point details can I add to the
following prompt to improve the output? My prompt is [your prompt].
2. Great, now turn these bullet points into a fill in the blank format which I can put
my information into.
Examples
ā¢ I have $100,000 in savings, what should I invest in?
ā¢ How do I find and hire more talented designers for my fashion brand?
31. Perspective Prompting:
This framework can broaden your understanding and provide a more comprehensive
view of the topic at hand. This can help you make more informed decisions and have a
more nuanced understanding of complex issues.
Prompt Formula
ā¢ Singular Perspective: Please write about [topic] from the perspective of [view point].
ā¢ Multiple Perspectives: Please write an argument [for/against] the topic of [topic]
from multiple diverse perspectives. Include the names and points of view of the
different perspectives, such as [view points].
32. Examples
ā¢ Singular Perspective: Please write about improving as a kickboxer from the
perspective of a kickboxing coach.
ā¢ Singular Perspective: Please write about improving as a kickboxer from the
perspective of a human anatomy expert.
ā¢ Multiple Perspectives: Please write an argument against genetically modified
organisms (GMOs) that considers multiple perspectives. Include the names and
points of view of the different perspectives, such as a farmer, a consumer, and a
geneticist.
33. Constructive Critic Prompting:
This prompt can provide objective and expert feedback on your writing, highlighting
areas for improvement and offering constructive criticism to help you refine and
enhance your copy.
Prompt Formula
ā¢ I want you to act as an expert and critic in the subject of [industry]. Criticize my
content pasted below, convince me why itās bad, and give me constructive criticism on
how it should be improved. For some context, my [product or service] is for [details,
demographic, etc]. The purpose of my [product or service] is to [your content goal].
Letās think step by step and I want you to address each piece of content individually.
Here is my content to critique, [your content].
34. Examples
ā¢ I want you to act as an expert and critic in the subject of fashion. Criticize my
content pasted below, convince me why itās bad, and give me constructive criticism
on how it should be improved. For some context, my product description is for my
clothing brand for 20 to 30 year old eco-friendly customers, who appreciate unique
modern aesthetics. The purpose of my product description is to get costumers to
purchase more clothing products. Letās think step by step and I want you to
address each piece of content individually. Here is my content to critique,
āIntroducing our latest addition to our eco-friendly clothing collection, the
"Modern Vibes" t-shirt! Made from 100% organic cotton, this t-shirt not only feels
great on your skin but is also kind to the environment. With a sleek and modern
design, this t-shirt is perfect for the fashion-savvy 20 to 30 year old who wants to
make a statement while still being conscious of their environmental impact."
35. Comparative Prompting:
Comparative prompting highlights key similarities and differences across various
factors which help you make more informed decisions and gain a deeper
understanding of the strengths and weaknesses of two options.
Prompt Formula
ā¢ Please compare and contrast the following text examples. Outline the
similarities, differences, qualitative characteristics, quantitative factors,
functionality, impact, key takeaways, and other factors into one table. Here are
the two pieces of content: [content 1] and [content 2].
Examples
ā¢ The business and design philosophy of Apple and Microsoft.
ā¢ Investing in real estate and investing in cryptocurrency.
36. Reverse Prompting:
These two frameworks offer incredible insights into how to effectively reverse
engineer any piece of content. As a result, this presents endless possibilities for
enhancing both personal and professional projects.
Prompt Formula Option 1
1.You are a prompt engineering expert that is able to reverse engineer prompts
based on the text that is provided to you. I am going to provide you with [type of
content]. Be as specific as possible on providing a prompting suggestion based on
the tone, style, syntax, language, and any other factors you consider relevant. I
would like to use this prompt in the future to replicate the style of the provided text.
Your prompt is effective if, when entered into ChatGPT in a normal context, it would
provide the script. Please reply with 'understood' if that makes sense. If this does
not make sense, don't reply, and ask further questions to clarify your
understanding.
37. 2. Great, the text that I would like you to reverse engineer is [content].
Option 2
1. Letās talk about reverse prompt engineering. By reverse prompt engineering, I
mean creating a prompt from a given text.
2.Can you give me a simple example of reverse prompt engineering?
3.Great. Can you create a very technical reverse prompt engineering template?
4. Now reverse prompt engineer the following [your text]. Be sure to capture the
tone, syntax, language, and writing style of the text for the prompt you come up
with.
38. Examples
ā¢ Apple AirPods Copy - Wireless. Effortless. Magical. With plenty of talk and listen
time, voice-activated Siri access, and an available wireless charging case, AirPods
deliver an incredible wireless headphone experience. Simply take them out and
theyāre ready to use with all your devices. Put them in your ears and they connect
immediately, immersing you in rich, high-quality sound. Just like magic.
ā¢ Title or Description from Bestselling Amazon Product - āFire TV Stick 4K, brilliant
4K streaming quality, TV and smart home controls, free and live TVā
39. General Prompt Frameworks
Presented below are a set of general prompt frameworks designed to be
applicable to all scenarios while still generating detailed and effective outputs.
By providing the following frameworks, these prompts enable ChatGPT to
produce more helpful and accurate responses on a consistent basis.
RGC Prompting:
This framework presents a robust structure that can be applied universally to
any input and intended output. Its objective is to establish a standardized
format that optimizes the framing for ChatGPT and thereby enhances its
performance across a broad spectrum of inputs.
40. Prompt Formula
ā¢ Role - ChatGPTās persona (You are an expert marketer)
ā¢ Result - Desired output (Create 5 emails ending with a call to action)
ā¢ Goal - Purpose of the output (The goal is to drive sales to my product)
ā¢ Context - Who, what, where, why (The emails are for my online audience of
entrepreneurs)
ā¢ Constraint - Limitations and guidelines (The emails should be friendly and less
than 200 words)
41. Examples
ā¢ You are an expert [role]. Create [result]. The goal is [end goal]. The content is for
[context]. Your guidelines for writing are [constraints].
ā¢ You are an expert marketer. Create 5 emails ending with a call to action. The goal
is to drive sales to my product. The emails are for my online audience of
entrepreneurs. The emails should be friendly and less than 200 words.
ā¢ You are an expert nutritionist. Create a 7 day meal plan for my 5 foot 7, 40 year
old, female client who exercises 3 times a week. The goal is for her to lose 1 pound
of fat a week by being in a caloric deficit and eating the right amount of carbs,
sugar, and protein. She doesnāt eat pork and wants to spend $200 per week on
food. The meal plan should give the recipes, cooking directions, preparation times,
and a specific meal for breakfast, lunch, and dinner.
42. I Want You To Act As Prompting:
This second option presents another robust structure that can be applied
universally to any input and intended output. Its objective is to establish a
standardized format that optimizes the framing for ChatGPT and thereby
enhances its performance across a broad spectrum of inputs.
43. Prompt Formula
1. āI want you to act as aā¦ā (historian, biologist, etc.) This helps to set the stage for
ChatGPTās persona.
2.āI will give youā¦ā (my target audience, a specific direction, a product, etc.) This is
where you set up the dynamic between you and ChatGPT.
3.āYou will thenā¦ā (create 5 emails, make a video script, summarize, etc.)
4.āIn atone/styleā¦ā (upbeat, professional, tabular format) This is where you explain
your desired output along with the personality/style of writing for the output.
5.āThe important details areā¦ā (target audience, cost per project, etc.) Be sure to
explain all important details and elaborate on specifics from bullet point 2.
6.Refine your output as needed āBe more persuasiveā āPut the most important
keywords in boldā āNow put this in tabular formatā
44. ā¢ I want you to act as a personal coach. I will give you my personal and professional
goals. You will then create a 7 day schedule in tabular format for me to follow in
order to hit my goals. My short term daily goals are meditate, workout, read, and
work on my projects. My long term goals are to sign 30 new clients and save
$10,000 over the next 6 months.
ā¢ I want you to act as a virtual doctor. I will describe my symptoms and you will
provide a diagnosis and treatment plan. You should only reply with your
explanation, diagnosis, and treatment plan, and nothing else. My important details
are, "I have been experiencing a headache and dizziness for the last few days, what
could be the cause?ā
Example
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