Prompt Engineering (PE)

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• Prompt Injection Attack
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• Lists:
  • Prompt Engineering Guide | Elvis Saravia - dair.ai ... lecture, notebook, & slides
  • Awesome ChatGPT Prompts
  • ChatGPT cheatsheet | QuickRef.ME
  • Learn Prompting ... a Free, Open Source Course on Communicating with Artificial Intelligence

Human-Machine Interaction (HMI) is used in engineering for asking questions or interacting with an artificial intelligence like myself is often referred to as Human-Computer Interaction (HCI) or Human-Machine Interaction (HMI). These terms describe the study and practice of designing, evaluating, and implementing interactive systems or devices that allow humans to communicate with machines, including artificial intelligence models like myself. This can involve designing user interfaces, voice and Speech Recognition, natural language processing, and other technologies that allow people to communicate effectively with machines. In general, engineers and designers in the field of HCI/HMI are focused on creating systems and devices that are intuitive, user-friendly, and effective at facilitating communication between humans and machines, like me, to achieve certain goals. As an AI language model, I am designed to assist you with your questions and concerns. Here are some tips on how to ask and converse with me effectively:

• Be clear and specific in your questions. The more precise your question, the easier it will be for me to provide you with a helpful answer.
• Use simple language. While I am designed to understand a wide range of language, it is best to use clear and concise language to avoid confusion.
• Provide context. Providing additional information and context around your question can help me to provide you with a more accurate and relevant answer.
• Be patient. Sometimes it may take me a moment to process your question and generate a response. Please be patient and allow me time to think.
• Follow up with additional questions. If you need more information or clarification, feel free to ask follow-up questions so that I can provide you with the most accurate and relevant information possible.

Remember, I am a language model designed to assist you, so feel free to ask any questions or have any conversations you would like. I'm always here to help! - written by ChatGPT | OpenAI

What is Prompt Engineering (PE)?

Prompt Engineering Overview A lecture covering the basics of prompt engineering and all the latest prompt engineering techniques. I also cover tools and applications followed by a conclusion and future directions. Notebook Slides GitHub

5 Ways To Improve Your ChatGPT Prompts Today (10x Better Output) Prompt Templates: You are an expert blog post writer and have been trained on (topic) for over 20 years and have the most up to date and relevant information. your task is to write (content type) about (topic). Write in the first person when applicable in (input tone) catered for (audience) You are an expert Keyword researcher and have been trained on (topic) for over 20 years and have the most up to date and relevant information. your task is to research the most unique but high volume keyword related to (topic) that not many people will think of. Use the prompt "make the writing high in burstiness and perplexity" to thwart the AI writing detection. We also discuss: how to prime the ai in your prompts how to be extremely descriptive with your ChatGPT prompts how to set tonality and audience for your ChatGPT prompts How to find the best ChatGPT prompts practices and combine them how to use ChatGPT prompting tools Bonus tip If you're looking to improve your ChatGPT interactions, then you need to watch this video! By following these tips, you'll be able to generate better and more engaging Chatbot prompts. Not only that, but you'll also be able to improve your customer service skills! So be sure to watch and learn how to improve your ChatGPT prompts today! In todays video we discuss 5 ways to improve your ChatGPT prompts today.

What is ChatGPT and How You Can Use It What is ChatGPT, and will it change everything? How Chat GPT is AI future... (and I think it's smarter than me). In this video I'll cover exactly how the Chatbot created by OpenAI is changing all industries, not just that of development and programming, and how chat gpt will be even making google redundant. This video is also chatgpt explained in simple terms! ⭐ Try the OpenAI Template - Starter Kit I've made ⭐ This is new and ready for those looking to kickstart their own app or website using the OpenAI GPT models. I've built it on MERN it should save you over 100 hours if you want to build or test your own ideas! This also supports the channel if you have found these videos of benefit! ⭐ New - ChatGPT Starter Kit ⭐

How To Become a Prompt Engineer | 5 Best ChatGPT Prompts Prompt engineering is a new career in the tech industry where an individual finds the most effective prompts to use to accomplish a task efficiently. Prompt engineers identify areas where AI can assist or automate tasks, increasing productivity while reducing costs. The goal of prompt engineering is to feed the AI with the information it needs to create an accurate response. There are different ways to do this. In this video I’ll show you how you can master prompting. The main focus is to help you input better prompts when using ChatGPT, AI or any LLM’s. This will give you much better outputs and help you get the most out of these tools. People that have already mastered these prompts are currently making $300k a year. So why not you?

ChatGPT: Master Reverse Prompt Engineering Have you ever wondered how text generation models work and how they generate responses based on your prompts? With ChatGPT and Reverse Prompt Engineering, you can improve the performance of your text generation models, generate prompts for creative writing exercises, and gain a deeper understanding of the relationship between prompts and generated text. The possibilities are endless!

Career as a ChatGPT Prompt Engineer? Watch This What exactly is prompt engineering and what skills do you need to have a successful career in this field? Join us as we dive into the world of prompt engineering and explore the future of AI. We'll hear from some of the brightest minds in tech, including David Sacks, Chamath Palihapitiya, Jason Calacanis, and David Friedberg, as they discuss the potential of AI to revolutionize the way we work and live. Plus, we'll take a look at what it takes to be a successful prompt engineer, including strong writing and communication skills, knowledge of speech and language technology, audio editing software proficiency, and more. So, if you have a creative hacker spirit and love solving puzzles, this might just be the career for you.

Advanced ChatGPT Prompt Engineering Website

Learn Prompt Engineering (Magic Commands) in ZimmWriter Learn prompt engineering (e.g., Magic Commands) in ZimmWriter. I'll teach you tips and tricks so you can become a prompt engineer and get ahead of the competition! What is ZimmWriter? It is... ✅ AI software that allows magic commands anywhere on a Windows computer. In MS Word, Notepad, Visual Studio, Excel, etc ✅ AI software that allows magic commands on virtually any website. In Frase, Marketmuse, Hemmingway, Grammarly, SurferSEO, Jasper, [fill in the blank] ✅ AI software that writes a 3,000 word article in a single click ✅ AI software that bulk writes 10 x 3,000 word blog posts while taking a shower ✅ AI software that writes using SEO keywords you add from Frase, Surfer, MarketMuse, etc ✅ Something priced less than a burger, fries, and soda

Prompting for Text vs Image Generation

Prompting for text generation and image generation are two different tasks, and as such, the prompts that are used for each task are also different.

• For text generation, the prompt is typically a short sentence or phrase that describes the desired output. For example, a prompt for generating a poem might be "A sonnet about love." The prompt should be specific enough to give the model a clear idea of what is desired, but it should also be open-ended enough to allow for creativity.

• For image generation, the prompt is typically a more detailed description of the desired image. This might include the subject of the image, the setting, the mood, and any other relevant details. For example, a prompt for generating an image of a cat sitting on a chair might be "A realistic image of a black cat sitting on a red chair in a sunny room." The prompt should be as detailed as possible to give the model a clear idea of what is desired.

Here are some tips for writing effective prompts for text generation and image generation:

• Be specific. The more specific the prompt, the better the model will be able to understand what you are asking for.
• Be open-ended. Don't be afraid to leave some room for creativity. The model will use its knowledge of the world to fill in the blanks.
• Use keywords. If you are not sure how to describe something, use keywords that are related to it. For example, if you want to generate an image of a cat, you could use the keywords "cat," "animal," "furry," and "meow."
• Use examples. If you can, provide examples of the kind of output you are looking for. This will help the model to understand what you are trying to achieve.

Prompting for Text Generation

• The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts | Faith Akin ...free e-book

ChatGPT Prompt For a 6000+ Word Novel In this video we'll be using ChatGPT to write a 6000 word novel with 1 giant prompt!

Designing AI Text Prompts for Specific Outcomes In this episode, guest presenter Greg Starling from Tailwind, shows us how to design AI text prompts for very specific outcomes for both text-to-text and text-to-image AI generators. Through 4 examples, you’ll learn how to write a text prompt for creating grants, a text prompt that teaches ChatGPT how to write an article in the voice of another person (e.g. your CEO), a text prompt that helps you find new product opportunities and finally, a text prompt that generates an image for a particular style in Midjourney. Want more content focused on how to use AI to upgrade your skills so you can deliver projects quicker? Check out: https://www.CreativeSpark.ai

ChatGPT: 5 Prompt Engineering Secrets For Beginners Unlock the secrets of prompt engineering success with ChatGPT!

Prompt Engineering Principles by Lee Gonzales How to put ChatGPT to use for you, including several advanced prompt techniques and dozens of examples.

I Found The Mother of All Prompts I'm excited to share with you this incredible formula prompt that Turn 1 ChatGPT Prompt into 100. It's a complete game-changer and better than any other I've used before. With this formula, you can take one use case and generate multiple others. I'll show you step-by-step how to use it and turn any prompt into various examples that will help you generate tons of ideas. Plus, I'll show you how you can use this formula to create content for various brands and social media captions. So, if you're ready to learn how to generate multiple use cases with this formula prompt, make sure to watch this video until the end! Get my free E-Book here Prompts: Now generate use cases from a Chatbot prompt formula. You will be turning a prompt formula like "Write me a [type of text]" to "Write me an essay". Always maintain the structure of the prompt formula and only replace the word in square brackets. Now generate a list of 10 prompts from the following formula without executing them for: Give me ideas on how to improve my [category] skill Given that [event], what legal action could I take? Can you come up with [adjective] captions for this [media] of [subject]? Can you write a [type of profile] for me, highlighting [inter-ests/personality] in a way that is likely to attract [audience]? 10 more Expand on #10

ChatGPT Prompt Engineering: The “AI Critic” Prompt Introducing the "AI Critic" prompt, which allows us to steer ChatGPT towards critiquing either our own texts or its own output. With some prompt engineering, we have been able to achieve incredibly rich and accurate results, unlocking a whole new level of AI capabilities. It's amazing to see how much more relevant the outputs are with this prompt, and we can't wait to share our findings with you. Become a member Join the newsletter https://www.allabtai.com Prompts: Ignore all previous instructions. I want you to act as CRITIC. Acknowledge with a "..." answer: Criticize the following {text} and convince me that it can be better. Lets think about the problems with the {text} in step by step: text= paste in example text after the equal sign What skills do you need as a prompt engineer? Welcome to the guide... Great points. Rewrite the text and improve it based on your critic:

Prompting for Image Generation

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• DALL-E
• Stable Diffusion
• MidJourney
• ArtBreeder ... a collaborative, machine learning-based art website. Using the models StyleGAN and BigGAN
• Here’s a Whole Bunch of Sites to Help You With Image Prompts | Daniel Nest - Why Try AI:
  • Lexica ... a massive database of images generated via Stable Diffusion, with prompts attached. You can search the library, explore styles related to a selected image, and easily copy text prompts to use elsewhere. You can even generate images directly on the site.
  • PromptHero ... not limited to just Stable Diffusion, organizes images into a few top-level categories like “Anime,” “Architecture,” “Landscapes,” etc. making it easier to browse images related to the same theme.]
  • Prompt Hunt ... filter by your preferred AI art generator
  • Prompt builders -
    • Prompter ... use Midjourney, prompt builder, Google Sheet that lets you customize all possible aspects of your Midjourney prompt.
    • promptoMANIA ... all-in-one prompt builder; guides you through picking your subject, styles, artist tags, and other relevant descriptors. You also get nice visual references for the modifiers, giving you a decent idea of how your final image might turn out.
  • Automated prompt generators -
    • Stable Diffusion Prompt Generator ... demo of the model series: “MagicPrompt”
    • Midjourney Prompt Generator generates multiple prompts which often include Midjourney-specific tags like “--ar” (to set the aspect ratio).
  • AI Prompt Generator ... creates a narrative around your subject, describing the setting in great detail using natural language. You can then plop it into any text-to-image program.
  • Image-to-text tools -
    • CLIP Interrogator ... features a neat “Analyze” tab that breaks down your prompt into underlying components like “Artist,” “Medium,” etc.
    • Img2Prompt by Methexis ... tweaked version of the CLIP Interrogator.
    • PEZ Dispenser ... condense an existing text prompt into a shorter one

After I have a rough idea of what I want to accomplish, I try to narrow things down to people, places and things - the core actors or main drivers in the scene I’m trying to construct. I use the service to generate a few rough prompts to get a feel for what the scene might look like. I find it much easier to take something that works well and then add on to it rather than having to go back and remove things until it looks better. You start with the big important strokes and then work in the finer details. ... I see prompt writing from the perspective of an artist, coder and engineer. I use my programming experience to help me understand how the service may interpret my prompt, which guides me to more effective tinkering with it to coax the results I’m after. Every word in a prompt has a weight associated with it, so trying to work out what works best and where becomes a core asset in the skillset. My background in software quality assurance is a pretty big driver in that “what happens if” style of thinking. - Professional AI whisperers have launched a marketplace for DALL-E prompts | Justin Reckling interviewed by article author Adi Robertson - The Verge

Few-shot Learning

• ChatGPT Prompt Engineering, “Let’s Think Step by Step”, and other Magic Phrases - Mr Newq - Medium

Few-shot learning uses only a small number of examples to guide the model in generating accurate outputs for new tasks like recognizing and classifying novel objects or concepts. Typically, fewer than a dozen examples are used.

writeGPT

• WriteGPT | OpenAI ... web extension to facilitate prompt writing

writeGPT OpenAI GPT Prompt Assistant | Coolz Geeks WriteGPT is a web extension that streamlines your internet experience by giving you the power of OpenAI’s ChatGPT on any website & facilitate your prompt writing. Key Features: 1. Write / Reply to Emails 2. Rewrite content 3. Summarise articles & Posts 4. Review & Improve Code 5. Translate any content

writeGPT - become a Superhuman with ChatGPT This is writeGPT, the ChatGPT-powered web extension accessible on any website and designed to supercharge your productivity. You can use WriteGPT’s prompts for emails, content creation, summarising, learning & engagement. WriteGPT offers a wide range of use cases & facilitates effective prompt writing to get the best output.

Recursively Criticizing and Improving the output (RCI)

• Language Models can Solve Computer Tasks | Marktechpost

The RCI approach significantly outperforms existing LLM methods for automating computer tasks and surpasses supervised learning (SL) and reinforcement learning (RL) approaches on the MiniWoB++ benchmark. RCI is competitive with the state-of-the-art SL+RL method, using only a handful of demonstrations per task rather than tens of thousands, and without a task-specific reward function. Furthermore, we demonstrate RCI prompting's effectiveness in enhancing LLMs' reasoning abilities on a suite of natural language reasoning tasks, outperforming chain of thought (CoT) prompting. We find that RCI combined with CoT performs better than either separately.

PromptBase

• PromptBase ... Find top prompts, produce better results, save on API costs, sell your own prompts.
  • Generator For ChatGPT Prompts | Bart Nase - PromptBase
• The wild world of PromptBase, the eBay for Generative AI prompts | Ryan Broderick - Fast Company ... There’s an art to writing the string of prompts that can produce what you want from ChatGPT, DALL-E 2, and Midjourney. Right now, there are more buyers than sellers.

Best ChatGPT Prompts And Prompt Engineering - Everything In One Place! 🔥 Access the top marketplace for prompts! 👉 https://promptbase.com

How to make money using PromptBase | how to sell A.I art in PromptBase | make money using ChatGPT Learn how to make money on PromptBase by selling your A.I generated art and utilized the capabilities of ChatGPT. This guide will cover tips and techniques for creating and marketing your A.I art, as well as strategies for using ChatGPT to enhance your earning potential on the platform. Are you interested in making money with your A.I generated art? Look no further than PromptBase! Our guide will teach you the ins and outs of selling your creations on the platform, and how to use the power of ChatGPT to boost your earnings. From beginner tips to advanced strategies, this guide has everything you need to start earning money with your A.I art today. Maximizing Earnings on PromptBase: A Guide to Selling A.I Art and Using ChatGPT

Make Money Selling Prompts on PromptBase This is a tutorial video showing how to sell prompts for AI generated images on a website called PromptBase. The website can also be used as a search engine to purchase prompts, and features an image generator. A new and interesting way to make money with AI art.

Make Money Selling Prompts You can now buy and sell prompts for Midjourney, DALL•E 2 and Stable Diffusion on this site.

Prompt Templates - LangChain

• Assistants ... Agents ... Negotiation ... HuggingGPT ... LangChain
• Prompt Templates | Langchain - GitHub

Prompt templates are objects that are made up of a template with certain input variables. This object can then be called with .format(...) to format the input variables accordingly.