AI Knowledge Base

"I need a YouTube ad script that introduces my [product/service] to my [ideal customer profile] and convinces them to take [desired action] with a powerful call to action and compelling visuals." "I need a YouTube ad script that introduces my [ideal...

- 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...

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 PROMPT WORDS [COMPANY NAME] is proud to announce the launch of [HOME AUTOMATION PRODUCT NAME], a smart solution designed for [TARGET AUDIENCE] to enhance their home life experience. As an AI language model, please generate an engaging home automation product pitch...

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 TIPS [PRODUCT NAME] Innovative Smart Home Security System [INTRODUCTION] A brief introduction to the smart home security system, its features and advantages [PART I] TITLE: MAIN FEATURES DESCRIPTION: Lists the main features of the smart home security system, such as motion detection, camera quality...

1. "Create a comprehensive career development plan for [job seekers] in [industry] that considers these [key components]." 2. "Design a step-by-step guide for creating an individual career development plan that focuses on these [essential components]." 3. "To pursue a position at [job title] in...

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...

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. which keywords and ad copy are most effective for my [target audience] and [product/service]? 2. Can I generate a list of negative keywords to exclude from my PPC campaigns to avoid wasting ad spend? 3. for my PPC campaign, what...

If you have read Jina's last classic article "Design and Implementation of DeepSearch/DeepResearch", then you may want to dig deeper into some details that can greatly improve the quality of answers. This time, we will focus on two details: extracting optimal text from long web pages...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [CLIENT NAME] Transforming Personal Finance Management with [APP NAME] [INTRODUCTION] Briefly introduce the client, their challenges in managing their personal finances, and how they discovered [APP NAME] [SECTION ONE] HEADLINE: Client Background Describe the...

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...

1. **Create a chatbot to interact with my [target audience] and provide them with relevant information about my [product/service]. ** 2. **How can I personalize my chatbot conversations to make them feel more human and natural? ** 3. **How can I use...

Professional Scenario Copywriting Prompt Words [insert webinar title] is an upcoming webinar focusing on [brief description of the webinar topic] and targeting the [insert target audience]. As an AI language model, generate an engaging webinar...

1. "Write an engaging introduction to the article that discusses the impact of 'task sequencing' in CPM on '[specific outcomes or effects]'. Explore its relevance in the '[specific industry]' by considering factors such as '[Factor 1]', '[Factor 2]', and '[Factor 3]'." 2. ...

Can you please develop a mobile marketing strategy for my brand to optimize presentation on mobile devices and improve engagement with my target audience? What is the best way to create mobile-friendly content and design mobile-optimized landing pages? How can I use mobile marketing to increase app downloads and in-app purchases? Please share...

1. "Generate top interview questions for {[position]} that focus on assessing the candidate's skills and qualifications. Please include these {[key requirements]}." 2. "Create engaging and insightful interview questions for {[role]} that emphasize these necessary {[skills]} and {[qualities...

1. "Provide an overview of qualitative research, focusing on its application to {the field of study}, and discuss the key methodologies and types of data collected in this research approach." 2. "Discuss the strengths and limitations of qualitative research when studying {theme}, highlighting its advantages over quantitative research methods and...

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. "Create a dialog in which two experts debate '{specific topics}'. Highlight the differences in their opinions and the reasons behind those beliefs." 2. "Compose a dialog in which a teacher explains '{specific topic}' to students. Use clear, simple language to make concepts easy to understand." 3....

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [Company Name] is proud to present [SaaS Product Name], a cutting-edge software solution designed for [Target Audience] and aimed at [Key Features or Benefits]. As an AI language model, please generate an engaging SaaS product promotional copy that encompasses...

1. "Discuss the steps for identifying, assessing, and mitigating potential project uncertainties in '{specific industry}', focusing on the elements '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe effective methods to address potential project pitfalls in '{specific industry}'...

1. "Write an insightful essay about how '{specific events}' have shaped your personal life or the society around you. Use detailed examples and personal anecdotes to support your points." 2. "Write an 'operating guide' on '{specific task}'. Use your expertise...

"I'm looking for an [email type] that convinces my [ideal customer persona] to buy by emphasizing the unique benefits of [product/service] and addressing potential objections." "I'm looking for an [email type] that directly addresses the needs and pain points of my [ideal customer persona] through a sense of urgency and strong...

By Krish Maniar and William Fu-Hinthorn When writing cue words, we try to communicate our intentions to Large Language Models (LLMs) so that they can apply these instructions on complex data. However, clearly expressing all the fine details at once...

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...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [project or company name] is launching a crowdfunding campaign on [crowdfunding platform] to raise funds for [brief description of project or goal]. As an AI language model, please generate a compelling crowdfunding campaign copy that covers the following key elements: 1. compelling mark...

Introduction The Automated Merge Retriever is a high-level implementation of the Enhanced Retrieval Generation (RAG) framework. It aims to enhance the context-awareness and coherence of AI-generated responses by merging potentially fragmented and smaller contexts into larger and more comprehensive ones. https://g...

Recently found an open source project, it provides a good RAG ideas, it will DeepSeek-R1 reasoning ability combined with Agentic Workflow applied to RAG retrieval Project address https://github...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [COMPANY OR APP NAME] is pleased to announce the launch of [NAME OF MOBILE APPLICATION OR DIGITAL SERVICE], a cutting-edge solution for the [TARGET AUDIENCE] designed for the [CORE FUNCTION OF THE APPLICATION OR SERVICE]. As an AI language model, please generate a compelling mobile app...

"Please use our customer data to provide 5 personalized marketing messages for our [product/service] that appeal to our [ideal customer profile]." "Can you create a marketing campaign that appeals to our [ideal customer profile] in [geographic location] and encourages them to purchase our [product...

Lesson Giving Claude examples of how you want it to behave (or not behave) is very effective for: Getting the right answer Getting the answer in the right format This type of hinting is also known as "sample less hinting". You may also encounter "zero sample", "n sample"...

1. "Discuss the steps for allocating and optimizing project resources in '{industry-specific}', focusing on the elements '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of a structured approach to managing project resources in '{specific industries}' and its impact on...

Exercise In this exercise, we will write prompts for a programming assistance and teaching robot that can read code and provide guided corrections when appropriate. Fill in each of the yellow boxes below with prompt elements that match the descriptions and examples in the previous Complex Prompts example. When you are finished filling in the...

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...

"Can you analyze our sales data and provide a forecast for the next quarter/year?" "How can we use sales forecasts to improve inventory management and pricing strategies?" "Based on sales data and market trends, can you provide us with recommendations to improve [product/service] sales?" "Can you identify our...

1. "Develop a comprehensive recruitment strategy guide for {industry} professionals that focuses on these key {tips} and {tools}." 2. "Write a compelling job advertisement for a {job title} position at {company name} that highlights these essential {qualification requirements} and {duties...

1. "Conduct an in-depth study of the impact of '{specific technologies}' on '{specific industries}' over the past decade. Use data, case studies, and expert opinion to support your findings." 2. "Research the impact of '{specific policies}' on '{specific demographic groups}' and write a comprehensive report...

1. "Write a detailed introduction that discusses the impact of 'eliminating waste' in Lean project management on '[specific outcome or effect]'. Consider its importance in the '[specific industry]' along with aspects such as '[Factor 1]', '[Factor 2]', and '[Factor 3]'." 2...

- "Please write a compelling [text type] that speaks directly to my [ideal customer persona] and encourages them to take [desired action] on my [website/product]." - "I need a [text type] that addresses any potential objections by highlighting its unique strengths and...

1. "Discuss the steps to ensure high standards of project outcomes in '{industry-specific}', focusing on the elements '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of using a structured approach to maintaining and improving project quality in '{industry-specific}'...

Lesson **Claude responds best to clear and direct instructions. Think of Claude as any new employee who has just come on board. ** Claude has no background information about what to do other than what you literally tell it. It's like the first time you ask a human...

Introduction The Query Transformations User Manual demonstrates a variety of techniques for transforming and disambiguating user queries before they are executed in a Retrieval-Augmented Generation (RAG) query engine, intelligences, or other processes. These transformations can improve the quality and relevance of responses in AI applications. https://gith...

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...

1. "Write a detailed exploration of the '[specific topic]', discussing its importance in the '[specific industry/field]'. Consider key aspects such as '[Factor 1]', '[Factor 2]', and '[Factor 3]' to build your thesis." 2. "Create an essay detailing...

Lesson Some bad news: Claude sometimes "hallucinates" and makes untrue or unreasonable statements. The good news is: there are techniques that can help you minimize the occurrence of hallucinations. In the following, we will discuss a few of these techniques, including: Giving Claude a chance to return...

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...

PROFESSIONAL SCENARIO COPYWRITING HINT WORDS [INSERT FUNDRAISING EVENT TITLE] is an event designed to raise funds for [BRIEF DESCRIPTION OF CAUSE OR PROJECT]. As an AI language model, generate a compelling fundraising event copy that covers the following key elements: 1. Eye-catching headline: create...

It's 2024, and generative AI writing tools are no longer science fiction fantasies, but real, viable tools with many applications in the workplace that make our jobs easier. Marketers and content creators, perhaps more than any other industry, rely on AI ...

1. "Write a compelling statement of need for a grant application that addresses '{specific problem}'. Articulate the magnitude of the problem and the impact of not addressing it on '{specific location/community/area}'." 2. "Write an executive for a grant application that seeks funding for '{specific project}'...

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. "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...

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

This guide is intended to be a concise introduction for readers interested in researching AI UX design. This guide will cover the role of the AI engineer, the AI value chain and success stories of AI applications, and explore some of the basic principles of AI UX design. Original article: h...

- Can you develop a CRO strategy to optimize the user experience on my site and improve conversion rates for key actions such as signups, downloads, and purchases? - What is the best way to conduct user research and usability testing to identify areas of improvement and optimization opportunities? - How can I use A/B testing and its...

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....

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT ORGANIZATION NAME] is pleased to announce [INSERT VIRTUAL EVENT NAME], an immersive, interactive virtual event designed for [INSERT TARGET AUDIENCE] to [INSERT MAJOR CAMPAIGN OBJECTIVE]. As an artificial intelligence language model, please generate an engaging virtual event announcement...

1. "Explain the process of developing an automated cybersecurity risk assessment and management custom tool using a {programming language or framework}, covering data extraction, data cleansing, and data visualization techniques." 2. "Provide a custom tool for creating cybersecurity collaboration and feedback using a {programming language or framework}...

General Introduction Awesome-LLM-Strawberry is an open source repository focused on Large Language Models (LLM) and their reasoning techniques. The project was created by hijkzzz to collect and organize the information related to OpenAI and its Strawber...

Course Input prompts in the legal industry can be quite complex due to the need to: Parse long documents Handle complex topics Format output in a very specific way Follow a multi-step analysis process Let's look at how we can use complex input prompt templates to build input prompts for specific legal use cases. Show...

Lesson Continuing on the theme of Claude having no context other than the information you provide, it is sometimes important to have Claude play a specific role (with all the necessary context), which is called a role cue. The more detailed the character context, the better. Let Cl...

Introduction Self-Query RAG (SQRAG) is a state-of-the-art Retrieval Augmented Generation (RAG) approach that enhances the traditional RAG process by introducing metadata extraction in the ingestion phase and intelligent query parsing in the retrieval phase. https...

Introduction RAPTOR (Recursive Abstract Processing for Tree-Structured Retrieval Enhanced Generation) is an advanced Retrieval Enhanced Generation (RAG) method. It enhances the traditional RAG process by introducing hierarchical document structuring and summarization techniques. https://github.com...

1. generate a function that implements [the task to be accomplished] in [programming language] and explain how it works. 2. summarize the differences between [two programming languages or frameworks] and recommend which one to use for [a specific task or project]. 3. use [programming language or framework] to create an arithmetic...

1. "Develop a comprehensive guide to UX design principles and best practices, focusing on these {key elements}, {tips}, and latest trends." 2. "Design a series of intuitive and user-friendly UX design concepts for {products/applications} that incorporate unique features, {user needs} and...

Lesson How would you fare if someone suddenly woke you up and immediately asked you several complex questions that you had to answer right away? Probably not as well as if you had time to think before answering. And guess what, the same goes for Claude. Giving Claude time to think gradually has...

1. "Develop an effective team meeting agenda for {team name} in {company name} that focuses on these key {discussion points} and {goals}." 2. "Design a guide for conducting efficient and productive team meetings in {industry}, highlighting these important {tips} and {most...

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...

NoLiMA, released in February 2025, is a Large Language Model (LLM) method for assessing long text comprehension. Unlike traditional Needle-in-a-Haystack (NIAH) tests that rely on keyword matching, it is most...

1. "Develop a comprehensive product design process guide for {product types} that considers the following {key stages} and {dos and don'ts}." 2... "Design a series of innovative {product type} concepts focusing on these {unique features}, {user needs}, and {market trends}." 3....

Course Claude can format its output in a number of ways. All you need to do is ask it to do so! One way is to use XML tags to separate responses from other superfluous text. You've already learned that you can use XML tags to make prompts clearer and easier...

INTRODUCTION Data chunking is a key step in Retrieval Augmented Generation (RAG) systems. It breaks large documents into smaller, manageable pieces for efficient indexing, retrieval, and processing. This README provides an overview of the various chunking methods available in the RAG pipeline. https...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT APP NAME] is a cutting-edge health and fitness mobile app designed to help users achieve their health goals. As an AI language model, generate a compelling copy to promote this app, covering the following key elements: 1. compelling headline: create...

ColBERT (Contextualized Post-Cultural Interaction based on BERT) is different from the traditional dense embedding model. Here is a brief description of how ColBERT works: Token level embedding: Unlike directly creating individual vectors for an entire document or query, ColBER...

Introduction The purpose of this document is to help readers quickly understand and grasp the core concepts and applications of Prompt Engineering through a series of prompt examples (in part). These examples are all derived from an academic paper on a systematic review of prompt engineering techniques ("The Prompt Report: A Sy...

INTRODUCTION BM25 Retrieval Augmented Generation (BM25 RAG) is an advanced technique that combines the BM25 (Best Matching 25) algorithm for information retrieval with a large language model for text generation. By using a validated probabilistic retrieval model, this method...

Introduction The Sentence Window-based Retrieval-Augmented Generation (RAG) method is a high-level implementation of the RAG framework that aims to enhance the context-awareness and coherence of AI-generated responses. The method ...

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...

Overview This guide will walk you through creating a simple Retrieval Augmentation Generation (RAG) system using pure Python. We will use an embedding model and a large language model (LLM) to retrieve relevant documents and generate responses based on user queries. https...

- 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...

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...

PROFESSIONAL SCENE COPYWRITING TIPS NOTE: Are you tired of being subjected to distractions and background noise when you need to focus? INTERESTING: Get to know [brand of noise-cancelling headphones], the ultimate solution for immersing yourself in your favorite sounds, eliminating distractions and providing you with the peaceful experience you deserve. Our cutting-edge technology...

"Can you provide a list of 10 high search volume, low competition keywords related to [industry/segment] that we can target in our SEO strategy? How can we optimize our website content and meta tags to improve search result rankings?" "What are some effective strategies that can be used to build backlinks and...

The reordering model will improve the results of semantic ranking by reordering the list of candidate documents based on their semantic match to the user's question. Commonly used bge-reranker-v2-m3 or cohere

"I need a Netflix marketing campaign program that showcases my [product/service] through [Netflix types] that align with our brand values, attracts [ideal customer profile] and convinces them to take [desired action]." "I need a Netflix marketing campaign program to post [special...

INTRODUCTION Intelligent body based approach to enhance retrieval augmented generation. Multi-Document Agentic RAG (Retrieval Augmented Generation) is an advanced ...

The following focuses on the basic idea of hint engineering and how it can improve the performance of the Large Language Model (LLM)... Interfaces for LLM: One of the key reasons why large language models are so hot is that their text-to-text interfaces enable a minimalist operational experience. In the past, using deep learning to solve any...

One of the biggest breakthroughs in the field of AI this year should be in the field of programming, with AI programming tools like Cursor and v0 dev not only drastically lowering the threshold of programming for the average person, but also allowing professional programmers to dramatically increase their development efficiency. But the news we've been hearing is not...

MJ Painting for the current hottest Midjourney, many partners say MJ Painting Do not know how to use, the following let us explain one by one the configuration of the MJ Painting Painting Description Keywords Formula Main body (plus the following) + Environment (background, surrounding) + Atmosphere...

Sentence Window-Based Retrieval RAG Approach Introduction The Sentence Window-Based Retrieval RAG (Retrieval-Augmented Generation) approach is a high-level implementation of the RAG framework designed to enhance the context in which AI generates replies...

Designed for AI product teams and AI leaders, introduces how to evaluate LLM-based products. Provides an easy introduction to learning with no programming knowledge required. Course will begin on December 9, 2024. What you'll learn LLM evaluation of...

Introduction RAG-Fusion is an advanced information retrieval and text generation methodology built on Retrieval Augmented Generation (RAG). This project implements RAG-Fusion to provide more accurate, contextually relevant and comprehensive responses to user queries. htt...

Paper address: https://arxiv.org/abs/2404.17723 Knowledge mapping can only extract entity relations in a targeted manner, and such stably extractable entity relations can be understood as close to structured data. Figure 1 illustrates a knowledge graph that combines ...

Example Prompts in finance can be quite complex for reasons similar to legal prompts. Below is an exercise for a financial usage scenario where Claude is used to analyze tax information and answer questions. As with the legal services example, we have reordered some of the elements...

Deep Learning (DL) is a branch of machine learning that centers on the use of multi-layer artificial neural networks to learn and represent complex patterns in data.

Reinforcement learning is an important branch of machine learning that centers on allowing intelligences to autonomously learn how to make optimal decisions to maximize long-term cumulative rewards through continuous interaction with the environment.

Artificial Intelligence Ethics (AI Ethics) is a cross-disciplinary field that examines the ethical principles, values and social responsibilities that should be followed in the development, deployment and use of AI systems.