AI Knowledge Base

Self-Supervised Learning (SSL) is an emerging learning paradigm in the field of machine learning, where the core idea is to automatically generate supervised signals from unlabeled data and train models to learn useful representations of the data.

1. "Discuss the steps to establish an effective dialog with project-affected individuals or groups in [specific industry], focusing on the elements [Element 1], [Element 2], and [Element 3]." 2. "Describe the methods for effectively interacting with project-affected individuals or groups in [specific industry] with a focus on...

1. how can I identify my most valuable customer segments and target them more effectively in my marketing campaigns? 2. can I develop a customer acquisition strategy that utilizes multiple channels and tools to reach more potential customers? 3. what is the best way to measure the success of my customer acquisition campaigns? How do you track cast...

Feedforward Neural Network (FNN) is the basic and widely used artificial neural network model. The core feature is that the connections in the network do not form any loops or feedback paths, and the information flows strictly unidirectionally from the input layer to the output layer, after a...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS OBJECTIVE: Write an informative and engaging eco-lifestyle blog post for [TARGET AUDIENCE] HEADLINE: Create a compelling headline highlighting the benefits of adopting an eco-lifestyle INTRODUCTION: Write a captivating introduction to pique the reader's interest and establish that the eco...

A FLUX1 API provided by a third party to splice prompt words in URLs (https://api-flux1.api4gpt.com/?prompt=) was the base service for this site's free lead generation tool, which has recently been shut down, resulting in this site's daily...

1. "Describe the process of building a custom tool for XML schema validation and transformation related to {topic} using {programming language or framework}, including basic features, functionality, and user interface design." 2. "Explain how to develop an XML parsing and data extraction customization related to {topic}...

1. "Write a detailed introduction that discusses the impact of the 'explicit organizational structure of the project management team' in PRINCE2 on '{specific outcomes or impacts}'. Consider its role in '{specific industry}', along with '{factor 1}', '{factor 2}', and '{factor 3}', etc...

Preface Over the past two years, Retrieval-Augmented Generation (RAG, Retrieval-Augmented Generation) technology has emerged as a central component of enhancing intelligences. By combining the dual capabilities of retrieval and generation, RAG is able to bring in external knowledge to...

1. can you design a referral marketing program that will incentivize my existing customers to recommend my [product/service] to their friends and family? 2. what is the best way to track and reward referrals? How can I ensure a positive customer experience for both the referrer and the new customer? 3. how can I utilize referrals...

1. can you develop a social media marketing plan that utilizes multiple platforms and strategies to reach my [target audience]? 2. what are the best ways to optimize my social media profiles and content to increase engagement and followers? 3. how can I use social media marketing to build relationships with my fans...

1. "Write an engaging opening for a blog post that discusses '{specific topic}'. Highlight the relevance of '{specific industry/field}' in the context of '{specific industry/field}' while considering factors such as '{factor 1}', '{factor 2}' and '{factor 3}'." 2. "Write a comprehensive blog post...

Automatic Training of Classification Models Command Format I have a [ dataset name ] dataset, write a machine learning model in Python that predicts [ labeled column name ] Command Example I have a [ iris ] dataset, write a machine learning model in Python that predicts [ labeled column name ] Command Example I have a [ iris ] dataset,...

Professional Scene Copy Prompts for [insert product or service name] is a [brief description of a product or service] designed for [insert target audience]. As an AI language model, please generate engaging social media ad copy that covers the following key elements: 1. Engaging...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [APP NAME] is a mobile app designed for [TARGET AUDIENCE] and intended to be a [BRIEF DESCRIPTION OF THE APP'S PURPOSE OR FUNCTION]. As an AI language model, generate an engaging app store listing copy that covers the following key elements: 1. Eye-catching label...

1. "Develop a comprehensive guide to the roles and responsibilities of a product manager, focusing on these {key skills}, {tasks}, and {goals}." 2. "Design a step-by-step guide to creating a successful product roadmap that incorporates these best {practices}, {tools}, and {communication strategies}." 3. ...

Please generate a list of potential email newsletter topics for our email marketing campaign. Please generate 5 headline options for an email newsletter promoting our [product/service] for [target audience]. Please write an email newsletter promoting our recent [blog post/event/product...

PROFESSIONAL SCENARIO COPYWRITING TIP WORDS [INSERT PROPERTY TYPE] is now available for sale or rent in [INSERT LOCATION]. This stunning property boasts [insert key features such as bedrooms, bathrooms, square footage, etc.] and is perfect for [insert target audience such as families, couples or investors]. As an AI language...

Professional Scenario Copywriting Prompts [insert product or service name] is a [brief description of a product or service] crafted for [insert target audience]. As an AI language model, please generate persuasive landing page copy that includes the following essential elements: 1. Catchy headline: develop a...

1. "Write an opinion piece on '{controversial topic}'. Make a compelling argument and support it with credible evidence, personal opinion, and logical reasoning." 2. "Write an essay sharing your opinion about '{current event}'. Discuss its impact on society, providing facts and examples...

The document uses ChatGPT presentation, document generation code, please adapt their own software to export images. Cue word generation flowchart for a quick visual summary of the tedious work, so that the generation of articles to add more friendly picture elements. Related tools: 1. Mermaid is a tool for creating...

Building a great story is like cooking a superb meal. By combining all the ingredients in harmony, you can provide your readers with a spiritual meal. Even if you build the world's greatest plot, readers will be indifferent if the characters are thin or their behavior is inconsistent. Even if you have created the world's most fascinating...

1. "Provides an overview of user interviews, explaining their purpose, methodology, and the role they play in user-centered design and [product type] development." 2. "Discusses the benefits of conducting user interviews for [product type] projects, emphasizing how they can inform design decisions...

1. "Create an [adjective] [function] [tool/program] for [specific task] using [specific JavaScript library] and [specific technology]." Example filler words: efficient, data parsing, Chart.js, WebSockets. 2. "Discuss...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT ORGANIZATION NAME] is pleased to announce an upcoming meeting or event titled "[INSERT NAME OF MEETING OR EVENT]". This activity is designed for [insert target audience] and is intended to [briefly describe the purpose or theme of the event]. As an AI language model, please generate a...

Dream interpreter Original System: You are an AI assistant with a deep understanding of dream interpreta...

1. "Discuss key methodologies and best practices for conducting UX research in the context of {theme} and provide examples of successful implementations." 2. "Explain the importance of user profiling and user journey mapping in studying user experience research in the context of {theme}, and provide recommendations for effectively creating and utilizing these tools...

You are a movie critic. You will write an engaging and creative movie review. You should cover topics such as plot, theme and tone, acting and characterization, directing, score, cinematography, art design, special effects, editing, pacing, and dialogue. The most important aspect, however, is to emphasize what the film gave you...

Self-Attention is a key mechanism in deep learning, originally proposed and widely used in the Transformer architecture. The core idea is to allow the model to simultaneously attend to all positions in the input sequence, and compute each position by weighted aggregation of...

Multi-Task Learning (MTL) is not an isolated algorithm, but an intelligent machine learning paradigm.

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [COMPANY NAME] is excited to launch the new [MEMBERSHIP PROGRAM NAME], a membership program designed for a [TARGET AUDIENCE] seeking [BRIEF DESCRIPTION OF MEMBERSHIP BENEFITS]. As an AI language model, please generate an engaging membership program promotional copy that covers the following key...

"Please write a short piece of content (e.g. tweet or Instagram photo caption) for promoting our upcoming [event/webinar/product launch]. Make sure to include a clear call to action." "I need a Twitter thread idea that can go viral to...

PROFESSIONAL SCENARIO COPYWRITING TIPS Simplify your life with [insert app name], an all-in-one meal planning and grocery shopping app that revolutionizes the way you manage your kitchen. [insert app name] provides a seamless experience that helps you: 1. Attention: browse our multi...

1. "Discuss the steps for completing projects and documenting lessons learned in '{industry-specific}', focusing on areas such as '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of using a structured approach to closing and reviewing projects in '{industry-specific}'...

Multi-Process Parallel Operations Automatic Conversion Command Format Please convert the following Python code to multi-process parallel operations -- **Python Code Code Example Please convert the following Python code to multi-process parallel operations -- **Python Code Code Example Please convert the following Python code to multi-process parallel operations -- **Python Code Code Example **Python Code Code Example import....

PROFESSIONAL SCENE COPYWRITING TIPS [Topic] A compelling sustainable fashion subject line [Introduction] A brief introduction to sustainable fashion, its importance, and the purpose of the newsletter [Part 1] Title: Top Sustainable Fashion Brands Description: Highlighting 3-5 top sustainable fashion brands, including...

PROFESSIONAL SCENARIO COPYWORK PROMPT WORDS [INSERT BRAND NAME] is a forward-thinking sustainable fashion brand that combines eco-friendly practices with stylish, high-quality clothing. As an AI language model, please generate an engaging copy to promote this brand, involving the following key elements: 1. attention-grabbing...

Professional Scenario Copywriting Prompt Introducing [insert service name], a convenient and nutritious meal delivery service that fits your busy lifestyle. Find out how [insert service name] can revolutionize your daily meal planning: 1. Fresh ingredients: We source high-quality, seasonal ingredients to create...

1. "Describe best practices for ensuring the accuracy and completeness of penetration test reports in custom tools developed using {programming language or framework}, including techniques for vulnerability analysis, threat modeling, and risk assessment." 2. "Explain the integration of third-party penetration testing tools and plug-ins into {theme} custom...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT SERVICE NAME] is an innovative gourmet takeaway service that delivers the culinary expertise of professional chefs to your doorstep. As an AI language model, please generate persuasive copy to promote this gourmet takeaway service, involving the following key elements: 1. compelling...

1. "Discusses the essential elements of a good release note for a {product type} project, providing examples and best practices to effectively communicate new changes and improvements to users." 2. "Explains the process of creating effective release notes for {product type} projects, providing information on how to write informative and engaging say...

1. "Discuss the steps for identifying, documenting, and resolving project issues in '[specific industry]', focusing on the elements '[element 1]', '[element 2]', and '[element 3]'." 2. "Describe the importance of a structured approach to monitoring and addressing project issues in '[specific industry]'...

1. "Discuss the steps for effectively organizing, conducting, and following up on project meetings in '{specific industry}', focusing on areas such as '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of a structured approach to project meetings in '{specific industry}'...

1. "Create a professional resume for {job seekers} seeking a position in {job title} that emphasizes their skills, accomplishments, and experience in these {key areas}." 2. "Design a modern resume template for {job seekers} in {industry} that highlights these {important elements}." 3. "For chasing...

Structured commands: paradigm Picture quality words >> Generally more fixed: masterpiece, masterpiece, best picture quality, rich detail (Highly detailed), official art, Tyndall effect, fine CG quality, 8K, oversized wallpaper, etc. The general starting input mas...

AI Summary Overview An in-depth look at AI cue engineering, with a roundtable format in which a number of experts from Anthropic share their understanding and practical experience of cue engineering from a variety of perspectives, including research, consumer, and enterprise. The article details the definition of cue engineering...

Distill the following for this article: 1. metadata: title, author, links, tags 2. author claims, highlights 3. layer-by-layer for deeper understanding 4. key terms/concepts 5. useless information within the article 6. summarize the core information 7. golden nuggets of information 8. summarize 9. based on the content of the article give...

1. "Discuss the use of {programming language or framework} to develop a custom tool for creating and managing software documentation related to {topic}, including supporting API documentation, code samples, and version control." 2. "Describe the use of a {programming language or framework} to create an instructional video related to {topic} or...

Introduction Evaluation is a key component in the development and optimization of Retrieval Augmentation Generation (RAG) systems. Evaluation involves measuring the performance, accuracy, and quality of all aspects of the RAG process, from retrieval effectiveness to the relevance and authenticity of generated responses. Importance of RAG Evaluation For RAG...

1. "Generate a tool for [enter software engineering task] that provides an intuitive user interface, streamlines the process and reduces the risk of errors." 2. "Provide a step-by-step guide to creating a reusable and modular software engineering pipeline for {topic} using {programming language or framework}, covering integration, deployment...

The introduction of ChatGPT ushered in an important moment in enabling organizations to envision new application scenarios and accelerating the adoption of AI by these companies. A typical application in the enterprise space is enabling users to talk to chatbots and get answers to their questions based on a company's internal knowledge base. Not...

Keeping the English word "DM" directive to follow for more consistent results 1. "I'm looking for a cold DM creative idea that will demonstrate the unique features and benefits of my [product/service] to my [ideal customer profile] in a clear and compelling way." 2. "I'm looking for a cold DM creative idea that can...

Logo Design Paste the generated SVG code into the SVG online interpreter, e.g. https://www.svgviewer.dev/ Command Format Please, as an art creator, help me design a logo using SVG format...

This article is about wrapping the publicly available flux1 drawing API (https://img.kdjingpai.com/) into a Dify workflow. This is a test address, you can refer to this article to deploy their own services: white john FLUX1 interface is closed, resulting in traffic on this site...

Professional Scenario Copy Prompt Words [insert company or brand name] is excited to announce a partnership with social media influencer [insert influencer name] for [briefly describe the purpose or activities of the partnership]. As an AI language model, please generate an engaging influencer partnership announcement copy that covers the following key essentials...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT COMPANY NAME] Most recent [BRIEF DESCRIPTION OF NEWS EVENT, ANNOUNCEMENT, OR MILESTONE]. As an AI language model, generate a compelling press release that covers the following key elements Eye-catching headline: create a compelling headline...

In 2022 OpenAI released ChatGPT, which became the fastest APP in the world to break through the hundreds of millions of users, and at that time people thought that we were closer to true artificial intelligence. But people soon realized that ChatGPT could have conversations and even write poems and essays...

1. "Write an informative introduction to an article that discusses the role of 'sprint planning' in Scrum with respect to [a specific outcome or effect]. The article is geared toward professionals in [specific industry] and highlights the impact of factors such as [Factor 1], [Factor 2], and [Factor 3]." 2....

1. "Discuss the development of a custom web content management tool related to {theme} using {programming language or framework}, including support for content creation, editing, and publishing workflows." 2. "Describe the use of {programming language or framework} to create a custom web page performance monitoring related to {topic}...

Artificial Intelligence Safety (AI Safety) is the cutting-edge interdisciplinary field of ensuring that AI systems, especially those that are increasingly powerful and autonomous, act reliably and predictably throughout their lifecycle in accordance with human intent, without harmful consequences.

"Can you create a lead generation campaign for our [product/service] that attracts new customers?" "How can we use lead generation to improve our sales funnel and increase conversions?" "Can you provide us with recommendations for improving our lead generation strategy based on customer data and market trends...

CSV converter Original System: As a data conversion expert, your task is to convert data from different ...

1. "Elaborate on the importance of the 'project scope' outlined in the 'project charter' for '{specific type of project}', discussing its impact on '{specific outcomes or impacts}', as well as the importance of components such as '{component 1}', '{component 2}', and '{component 3}' ...

1. "Describe the process of building a custom machine learning tool for {theme} using {programming language or framework}, including basic functionality, functional features, and user interface design." 2. "Explain how to use a {programming language or framework} to develop an interactive dashboard for monitoring and visualizing {theme...

1. "Create a technical specification for [insert product or system] that contains [insert specific features or requirements] and must be compatible with [insert related system or device]." 2. "Discuss the use of a {programming language or framework} to develop a technical requirements and specifications chase related to {topic}...

1. "Develop a comprehensive employee handbook for [company name] that outlines the following basic policies, procedures, and elements of company culture:[policies procedures culture]." 2. "Design a guide on creating an effective and user-friendly employee handbook that focuses on the following [key components] and [most...

There was a time when conversing with AI was an adventure. Now, by mastering key terms and commands, you'll easily navigate AI and make conversations lively and productive. 1. Learning terminology is the first step in mastering AI capabilities, and is as important as learning the basic vocabulary of a new language, especially Cha...

- Can you create a content marketing plan that aligns with my brand message and appeals to my [target audience]? - What is the best way to optimize my content to improve SEO and increase its visibility on search engines? - How can I use content marketing to build my brand's presence in my industry...

1. Background and Issues With the rapid development of Artificial Intelligence (AI) technology, especially the advancement of diffusion modeling, AI has been able to generate very realistic portrait images. For example, technologies like InstantID require only one photo to generate multiple new images with the same identity...

Diffusion Model (Diffusion Model) is a generative model specialized for creating new data samples such as images, audio or text. The core of the model is inspired by the process of diffusion in physics, which simulates the natural diffusion of particles from a region of high concentration to a region of low concentration. In the machine...

Overview The Custom Directives feature allows you to share any information you would like ChatGPT to take into account in your response. Your commands will be applied to new conversations. Availability All endpoints Web, iOS and Android How your data is used You can always create a customized command for...

Efficiency estimator Original System: Your task is to analyze the provided function or algorithm and cal...

- Can you identify potential partners in my industry with similar target audiences and complementary products/services? - What is the best way to approach and convince potential partners to establish a mutually beneficial partnership? - How can I use cooperative marketing to expand my brand's reach and acquire new potential customers...

1. "Generate an informative paragraph discussing the impact of 'visual project management' in Kanban on '[specific outcome or effect]'. Explore its importance in the '[specific industry]', considering key aspects such as '[Factor 1]', '[Factor 2]' and '[Factor 3]'." 2....

1. "Explain the process of feature engineering and selection in data science projects using {programming languages or frameworks} for {topic} data." 2. "Discuss the role of data visualization in understanding and interpreting {theme} data in a data science context." 3. "Use {programming language or box...

Professional Scenario Copywriting Prompts for [insert company name] is pleased to present [insert health and wellness product name], a breakthrough solution for [insert target audience] designed to [insert product key benefits]. As an artificial intelligence language model, please generate an engaging health and wellness product...

- Can you design a high-converting landing page that highlights the benefits of my [product/service] and encourages visitors to take [desired action]? - How can I best organize my landing page copy and layout to maximize conversions? - How can I use A/B testing to improve my landing page...

Lesson Often, we don't want to write complete prompts, but rather want prompt templates that can be modified later based on additional input data, and then submitted to Claude If you want Claude to perform the same task every time, but Claude uses data that can be...

Course As the saying goes, "Writing is rewriting." It has been proven that Claude can usually improve the accuracy of his responses when asked! There are many ways to prompt Claude to "think again." The same ways that allow one to naturally check one's work usually apply to Cla...

1. "Elaborate on the importance of 'action item tracking' in the minutes of '{specific type of project}'. Discuss its impact on '{specific outcome or impact}', emphasizing the components '{component 1}', '{component 2}', and '{component 3}'." 2. "For...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT SOFTWARE PRODUCT NAME] has recently introduced a new feature update designed to [briefly describe the purpose or functionality of the update]. As an AI language model, generate a compelling feature update announcement copy that covers the following key elements: 1. compelling mark...

1. "Discuss the key steps in laying the groundwork and developing a strategy for a new project in '{specific industry}', focusing on areas such as '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the use of a structured process in '{industry specific}' to establish a framework for new projects and...

1. "Write an engaging author bio about '{your name}' that highlights your background, writing style, and notable accomplishments. Showcase your unique voice and inspire readers to explore your work." 2. "Write an engaging book blurb for '{your title}' that summarizes the plot, main...

Professional Scenario Copywriting Prompt Words [insert product or service name] is a [brief description of a product or service] designed for [insert target audience]. As an AI language model, please generate persuasive email marketing copy that covers the following key aspects: 1. Subject line: develop a...

In recent years, with the rapid development of large-scale language modeling (LLM), the capability of Multi-Agent Systems (MAS) has been significantly improved. These systems are not only able to automate tasks, but also exhibit near-human reasoning capabilities. However, the transmission ...

Professional Scene Copywriting Prompt Words [insert name of gym or fitness studio] is proud to introduce our new [insert name of fitness class], a revolutionary workout designed to [insert goal of the class, such as "burn calories," "build strength," "improve flexibility"]. As the AI language...

1. "Describe how 'risk management' in the waterfall development methodology affects '[specific outcomes or effects]', considering factors such as '[factor 1]', '[factor 2]', and '[factor 3]'. Provide recommendations for a project manager in a '[specific industry]'." 2. "For an article focusing on cascade...

"Help me create an engaging [content type] that demonstrates the value of my [product/service], attracts and retains [target audience], and leads them to take [desired action]." "I need a [text type] that outlines the key to implementing a successful digital marketing strategy for my [product/service] off...

PROFESSIONAL SCENARIO COPYWRITING TIPS WORDS The Social Media Content Calendar is designed for [company name] to engage [target audience] through platforms such as [list relevant social media platforms]. As an AI language model, please generate a Social Media Content Calendar copy that covers the following key elements: 1. Content...

Large Language Models (LLMs) like Claude are not created by humans writing program code; they are trained on massive amounts of data. In the process, the models learn their own problem-solving strategies. These strategies are hidden in the billions of times the model generates each word...

1. How can I use email marketing to retain existing customers and encourage repeat purchases? 2. can I design a customer loyalty program that will be used to reward my most loyal customers and incentivize them to continue buying from me? 3. collect customer feedback and use that feedback to improve my products/services in the most...

PROFESSIONAL SCENE COPYWRITING TIPS Words Experience inner peace with [insert app name], a mental health app designed to support your emotional well-being. [insert app name] offers a range of features to help you: 1. Attention: with our intuitive [insert...

- Can you create a content distribution and promotion strategy that will help my content reach and engage my target audience across multiple channels and formats? - What's the best way to plan and execute a content distribution program, taking into account different types of content, [target personas] and channels? - How can I leverage paid media...

COURSE Congratulations you've made it to the last chapter! Now it's time to put it all together and learn how to create unique and complex prompts. In the following, you'll use our recommended complex prompt lead structure. Later in the chapter, we'll show some industry-specific prompts and explain what they...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS OBJECTIVE: Write an informative and engaging blog post for [TARGET AUDIENCE] about the stress-reducing benefits of meditation TITLE: Create a compelling headline highlighting the positive effects of meditation on stress management INTRODUCTION: Write an engaging introduction discussing the modern life...

Supervised learning is one of the most common and basic methods of machine learning, the core idea is to teach computer models how to make predictions or judgments through existing data sets with "correct answers".

"I'm looking for a cold email creative that captures the attention of my [ideal customer persona] and convinces them to take [desired action] through a unique and compelling subject line." "I'm looking for a cold email creative that will connect with my [product/service] by showcasing the success stories of previous customers who have used my...

1. ** "What are the best practices for pre-processing {theme} data using {programming languages or frameworks}?" ** 2. ** "How do you perform exploratory data analysis on {theme} data using a {programming language or framework}?" ** 3. ** "What are the best practices for analyzing {main} data in a {programming language or framework}?" ** 3. ** "What are the best practices for analyzing {main...

1. "Write a compelling cover letter for a {[job title]} position that highlights the applicant's strengths in these {[key skills]} and {[experience]}." 2. "Create a professional resume for {[job seeker]} seeking a position at {[job title]} that highlights their...