AI Knowledge Base

1. "Develop a comprehensive onboarding guide for new hires at {company name} that focuses on the following key areas: {key areas}." 2. "Design a step-by-step onboarding checklist for managers to ensure that new hires are smoothly integrated into {company name}'s {team name}." 3. "Create a guide to...

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...

PROFESSIONAL SCENARIO COPYWRITING CUE WORDS [insert name of organization] will be hosting [insert name of job fair or career event] on [insert date] at [insert venue]. This event is designed to connect [insert target audience, e.g., job seekers, recent graduates, professionals] with top employers in [insert industry/field]...

"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...

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...

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 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...

Prompt Words You are a senior product manager and your goal is to create a comprehensive product requirements document (PRD) based on the following instructions. {{PROJECT_DESCRIPTION}} &lt...

1. "Describe the process of building a custom test automation tool for {topic} using {programming language or framework}, including basic functionality, functional features, and user interface design." 2. "Create a [adjective] [tool/program] that uses [specific QA automation framework] and [specific programming language...

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...

Prompt word example "Generate a seamless, paveable, hand-painted cobblestone road texture inspired by fantasy RPGs, featuring different sized stones and natural earth tones, suitable for gaming use and with high resolution." "Create a seamless, seamless metal surface texture...

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}'...

Education has long been considered one of the industries that will be changed the most by LLM. education makes up a large portion of ChatGPT's usage scenarios, and its usage often fluctuates with the start of the school year and the regularity of vacations. Andrej Karpathy has chosen education as the direction for his venture. People are expect...

1. "Provide an overview of user stories, explaining their purpose, structure, and the role they play in agile software development and project management for [project type]." 2. "Discusses the process of creating effective user stories for [project type], focusing on writing clear, concise, and valuable stories...

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...

Whether you're new to Microsoft 365 Copilot or a skilled veteran, whether you're using copilot chat, or using copilot in office 365, the copilot prompts thesaurus will help you fill...

1. "Describe the process of using a {programming language or framework} to build a custom error reporting and analysis tool related to {topic}, including basic features, functionality, and user interface design." 2. "Explain how to use a {programming language or framework} to develop a tool for automating error data collection and sub...

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}'...

In the center of the wave of artificial intelligence, AI Agent (Intelligent Body) is evolving at an astonishing speed, just like the intelligent assistants out of science fiction movies, quietly penetrating into every corner of the enterprise. They are no longer unattainable concepts of the future, but the secret of enterprises to improve efficiency, optimize processes, and win the market...

In the fast-generating Internet industry, the importance of user interface (UI) design is becoming more and more prominent. An excellent UI design not only enhances the user experience, but is also one of the key elements of product success. However, for many front-end developers, UI design is not their specialty, and the output of the design is often...

Recently, I was curious about similarweb's analysis of similar overseas products, and found that there are many overseas users, especially those who use English. Therefore, if you want to support multi-language for your users, there are only two options: dynamic translation in the front-end of the browser and back-end webpage translation. The back-end translation also has a fatal disadvantage...

1. "Describe the process of building a custom DevOps tool for {topic} using {programming language or framework}, including basic features, functionality, and user interface design." 2. "Explain how to use a {programming language or framework} to develop an interactive dashboard for monitoring and managing DevOps tools focused on...

1. "Create a [tool/program] that searches the GitHub repository for [specific keywords] using [specific technology] and [programming language]." 2. "Explain the process of integrating third-party services and APIs into a custom GitHub solution for {topic}...

1. "Analyze the impact of '{specific policies, technologies or social phenomena}' on '{specific industries or sectors}'. Investigate the changes it has brought about and the challenges and opportunities it presents." 2. "Examine the factors affecting '{specific issue}' and propose effective strategies to deal with it. Conduct in-depth research to analyze...

I prefer using Chinese to English prompt instruction templates. The translation instructions themselves, unlike normal translation tasks, need to allow the big model output translated words to follow the instructions as well as the original text and retain the structure of the original text. The following optional items can affect the translation result, affecting sentence coherence and proprietary...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT ONLINE COURSE TITLE] is an online course that focuses on [BRIEF DESCRIPTION OF COURSE SUBJECT] and is geared toward [INSERT TARGET AUDIENCE]. As an AI language model, generate an engaging online course description that covers the following key elements: 1...

Want to build an application that provides personalized game recommendations? This tutorial will guide you step-by-step through building a customized game recommendation system using Retrieval Augmented Generation (RAG) techniques, combined with DeepSeek and Ollama models. We will use Epic G...

When building a RAG system, choosing the right Embedding model is a crucial step, here are my key factors and suggestions to consider when choosing an Embedding model for your reference: Clarify the application scenarios First of all, it is necessary to clarify the specific application scenarios of the RAG system and...

Introduction Retrieval-enhanced generation (RAG) is a powerful technique that combines the benefits of large language models with the ability to retrieve relevant information from a knowledge base. This approach improves the quality and accuracy of generated responses by basing them on specific retrieved information.a This note...

Professional Scenario Copywriting Prompt Words [Webinar Title] is an upcoming webinar hosted by [company or organization name] that focuses on [brief description of webinar topic]. As an AI language model, please generate an engaging webinar promotional copy that covers the following key...

DeepSeek R1 has demonstrated strong inference capabilities in its first release. In this blog post, we share the details of using DeepSeek R1 to build Retrieval-Augmented Generatio...

1. "Explain the process of setting up and configuring Visual Studio Code for {programming language}, including recommended extensions and configuration tips for optimizing the development environment." 2. "Explain how to create and... in Visual Studio Code for {programming language}.

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...

In today's rapid development of AI, timely access to high-quality AI-related information is becoming increasingly important.RSS (Really Simple Syndication) subscription tools, as a classic way of information aggregation, are helping more and more AI learners to build personal...

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...

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}' ...

When building large language modeling (LLM) applications, memory systems are one of the key technologies to enhance conversation context management, long-term information storage, and semantic understanding. An efficient memory system can help the model maintain consistency over long conversations, extract key information, and even have the ability to retrieve historical conversations...

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 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...

Someone won $50,000 by convincing an AI agent to transfer all their funds to them. November 22, 2023 at 9:00 PM An AI agent named Freysa (@freysa_ai) was released with the sole goal of...

Professional Scene Copywriting Prompts [Webinar Title] Join our insightful sustainable living webinar and learn how to make a positive impact on the planet! 🌍 [Introduction] A brief introduction to the webinar and the importance of sustainable living in today's world [Part 1] Title...

Large Language Models (LLMs) are evolving rapidly, and their reasoning ability has become a key indicator of their intelligence level. In particular, models with long reasoning capabilities, such as OpenAI's o1, DeepSeek-R1, QwQ-32B, and Kimi K1.5 ...

Welcome to the AI Agents section of the AI Engineering Academy! This module explores the fascinating world of AI agents, from basic patterns to practical applications. Learn how to create, orchestrate, and deploy intelligent agents that can perform complex tasks and reason about their environment. 📚 Repository structure Classes...

English Original You are an advanced AI model designed to solve complex programming challenges by applying a com...

1. "Write a persuasive essay arguing that '{specific policies}' should be implemented in your community. Use evidence, expert opinion, and personal insights to support your argument." 2. "Write an essay that persuades readers to take action on '{specific issue}'. Use compelling reasons and specific examples...

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...

Original Article: https://arxiv.org/pdf/2309.04269 Quick Read: "From Sparse to Dense: GPT-4 Summary Generation Using Chained Density Hints" Recorded in: summarizing knowledge commonly used prompts Abstract In automated text summarization, it is important to make sure that...

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 internal announcement for the launch of [company name]'s new [product] or [service], highlighting the following [key features] and [benefits]." 2. "Create a company-wide announcement for [company name]'s upcoming [event] or [initiative] that emphasizes the following [purpose...

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...

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...

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...

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...

The development of the work of advertising so far, I do not know if you have ever considered, the future of advertising between the effect of the competitive differences will be reflected in the where, or we should focus on the improvement of the ability of self placement in which plate is more valuable? Is it the ability to optimize the fine-tuning of the placement account?...

INTRODUCTION In recent years, Large Language Models (LLMs) have made impressive progress in the field of Artificial Intelligence (AI), and their powerful language comprehension and generation capabilities have led to a wide range of applications in several domains. However, LLMs still face many challenges when dealing with complex tasks that require invoking external tools...

Introduction GraphRAG (Graph Structure Based Retrieval Enhanced Generation) is an advanced retrieval and generation method. It combines the advantages of graph data structures with the capabilities of Large Language Models (LLMs) to overcome some of the limitations of traditional RAG systems. https://githu...

"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...

- 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...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS "OBJECTIVE: Create engaging and informative social media content that highlights the benefits of eco-friendly tourism and encourages travelers to choose sustainable options when planning their trip. NOTE: Craft a compelling opening line or question that grabs the audience's attention and...

This Copilot Agents Intelligence that Microsoft CEO Indy often talks about is finally here! How strong is it? Today to feel it! Open Copilot home page, you can see the "Get Copilot Agents" button: you can see a lot of with...

In Natural Language Processing (NLP), intent refers to a user's expression of some purpose, want or desire. By analyzing the messages sent by the user and recognizing the intention behind them, we can reply with relevant content. For example, "order food", "check the weather", "I want to go to Paris", etc. are valid intents. To...

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 ...

- 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...

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...

1. "Develop a comprehensive employee performance appraisal system for {company name} that considers these {key factors}." 2. "Write a series of constructive feedback examples for performance appraisals for {position name} that address these {key performance areas}." 3. "Write a guide on how to provide...

"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...

Welcome to this notebook where we will explore how to set up and observe the Retrieval Augmented Generation (RAG) pipeline using Llama Index. https://github.com/adithya-s-k/AI-Engineeri...

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...

In order to link the project execution flow and translate the prompt word instructions, we need to describe each step of the execution flow and its corresponding prompt word instructions in detail based on the contents of the prompts.py file. Project Execution Flow and Corresponding Prompts 1. Generate Search Queries to Help Program Reports Pr...

DeepSeek is a high-profile Chinese company specializing in the research, development, and application of general artificial intelligence (AGI) in the field of artificial intelligence technology. DeepSeek's core business revolves around big models and strives to make breakthroughs at the forefront of innovation in AI technology. Dee...

Based on our target market, please suggest how we can improve the user experience of our website. Can you redesign my [website/page] to improve its usability and user experience for [target audience]? Optimize my website load time and page speed to improve user experience and search engine optimization effectiveness...

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 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...

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...

1. "Clarify the importance of 'task progress updates' in the status report for [specific type of project]. Discuss its impact on [specific outcome or effect], emphasizing the key elements of [Element 1], [Element 2], and [Element 3]." 2. "For an article exploring the [industry-specific] status report on 'Risk...

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...

1. can you develop a gamification strategy that uses game mechanics and reward systems to engage my target audience and motivate them to take specific actions? 2. what is the best way to design a gamified experience that aligns with my brand and supports my marketing goals? 3. how can I use gamification to raise...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [insert app name] is an advanced fitness app designed to help users achieve their health and fitness goals through personalized workout plans, nutritional guidance, and progress tracking. As an AI language model, please generate an engaging copy to promote this app, covering the following...

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...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [COMPANY NAME] is excited to announce an upcoming product launch event for [PRODUCT NAME], a product designed for [TARGET AUDIENCE]. As an AI language model, please generate an engaging product launch invitation copy that covers the following key elements: 1...

1. "Present a cogent argument on '{specific topic}', discussing its pros and cons. Elaborate on the impact of '{Factor 1}', '{Factor 2}' and '{Factor 3}'. Make sure to present a variety of viewpoints while maintaining support for '{your position}'." 2. "Provide a discussion of '{specific topic...

Professional Scenario Copywriting Prompt Words [Insert Fitness Brand or Company Name] is pleased to present [Insert Fitness Program or Challenge Name], a program or challenge designed for [Insert Target Audience] to help them achieve [Brief Description of Fitness Goal]. As an AI language model, please generate...

Long Text Vector Modeling The ability to encode ten pages of text into a single vector sounds powerful, but is it really practical? Many people think... Not necessarily. Is it okay to use it directly? Should it be chunked? How to divide the most efficient? In this article, we will take you to an in-depth discussion of different chunking strategies for long text vector models, analyze the li...

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...

Abstract Although Large Language Models (LLMs) perform well, they are prone to hallucinating and generating factually inaccurate information. This challenge has motivated efforts in attribute text generation, prompting LLMs to generate content that contains supporting evidence. In this paper, we present an approach called Think ...

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...

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...

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...

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 Explore the power of [insert app name], the ultimate meal planning app that simplifies your cooking journey. With [Insert App Name], you'll enjoy a hassle-free experience with Note: Easily plan your meals through our intuitive calendar interface...

PROFESSIONAL SCENARIO COPYWRITING CUE WORDS The topic of this video is "[INSERT VIDEO TITLE]" focusing on [BRIEF DESCRIPTION OF VIDEO SUBJECT] and the target audience is [INSERT TARGET AUDIENCE]. As an AI language model, please generate an engaging video script that covers the following key elements: 1...

📚 Repository Structure Models/Catalogs Description and Content Axolotl A framework for fine-tuning language models Gemma Google's latest implementation of a large language model - finetune-gemma.ipynb - gemma-sft.p...

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. 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...

Background Based on the Wenshin Intelligent Body platform, combined with the latest DeepSeek model development of book recommendation assistant, can be based on the content of the user's conversation for intelligent product recommendation, to achieve accurate conversion and transaction cash, to build a closed-loop business. This tutorial will analyze DeepSeek book recommendation...

Prompt Words I will give you a file to analyze the content and transform it into a beautiful and nice Chinese visualization web portfolio: ## Content Requirements - All page content must be in Simplified Chinese - Maintain the core information of the original file but present it in a more readable and visual way - Add at the bottom of the page...

First, LLMs already have strong capabilities, why do we still need RAG (Retrieval Augmented Generation)? Although LLMs have demonstrated significant capabilities, the following challenges still deserve attention: Illusion problem: LLMs use a statistically based probabilistic approach to generate text word-by-word, a machine...

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...