AI Knowledge Base

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...

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...

Technology Core: Retrieval Interleaved Generation (RIG) What is RIG? RIG is an innovative generation methodology designed to address the hallucina...

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...

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...

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...

"I need a Facebook ad copy that showcases my [ideal customer profile]'s unique personal experience using my [product/service] and convinces them to share positive reviews with their fans." "I need a Facebook ad copy that shows user-generated content by...

📚 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...

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...

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...

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...

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...

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

1. What is the best way to conduct keyword research and optimize content to target specific keywords? 2. how can I optimize my [website/page] to target [search term/keyword] to improve my natural search rankings? 3. can you generate a list of long tail keywords for me...

1. "Explain the importance of 'risk identification' in the risk register of a '{specific type of project}' and discuss its impact on a '{specific outcome or effect}'. Highlight key factors such as '{factor 1}', '{factor 2}' and '{factor 3}'." 2. "To explore '{specific industry...

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...

A Multi-Agent System (MAS) is a computing system consisting of multiple interacting Intelligent Agents. A MAS can be used to solve problems that are difficult to solve by a single intelligent agent or a single system or...

Recently, the Qwen team released QwQ-32B, an inference model that has shown excellent performance on many benchmarks comparable to DeepSeek-R1. However, many users have encountered problems with infinite generation, too much duplicate content, tok...

PROFESSIONAL SCENARIO COPYWRITING TIP WORDS [INSERT PRODUCT OR SERVICE NAME] is a [BRIEF DESCRIPTION OF PRODUCT OR SERVICE] designed for [INSERT TARGET AUDIENCE]. As an AI language model, please generate compelling product description copy that covers the following key components: 1. Product Title: create a description...

In the age of AI-assisted programming, we want AI to generate code that is not just static text, but can be parsed, edited, previewed, and even executed. This demand has given rise to a new interaction paradigm, Artifact. In this article, we'll go from theoretical concepts to practical realities...

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...

Please generate [number] product descriptions that highlight the unique selling points of our [product/service] to increase sales. Can you write a product description that is specific to our [ideal customer profile], highlighting the features that interest them most? Please create a product description that is optimized for search engines and includes ph...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS The topic of this podcast program is "[insert podcast program title]", the focus is on [brief description of the podcast program topic], and the target audience is [insert target audience]. As an AI language model, please generate an engaging podcast show description that covers the following...

1. "Describe the process of building deep learning models for {specific tasks} using a {programming language or framework}." 2. "How do you use a {programming language or framework} to design and train a convolutional neural network (CNN) for an image recognition task?" 3. "Describe the process of using a {programming language or framework...

About Copilot to create PPT, we have written an article: Copilot for PowerPoint through the file to create PPT Copilot for PPT new features: references to e-mail and meeting content for the generation of Today to share with you the ...

"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...

A server crash resulting in loss of website data is nothing short of a disaster! If you are just a small website, can't afford to buy multiple backup servers and won't configure website backup, I hope it will be helpful for those who are facing the same problem. Applicable to Linux servers , to ensure the safety of website data , even if the server is damaged can be restored ...

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...

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...

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...

CAG (Cache Augmented Generation) that is 40 times faster than RAG (Retrieval Augmented Generation).CAG revolutionizes knowledge acquisition: instead of retrieving external data in real time, all knowledge is pre-loaded into the model context. It's like condensing a huge library into an on-the-go work...

"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...

"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...

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...

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...

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...

- 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...

The core of the problem is not deepseek, there is no difference between deepseek and other big model usage techniques, you can learn a lot of usage techniques in AI commands, and regarding deepseek-specific techniques, you need to know that DeepSeek-r1 belongs to the inference model...

Prompts Why: Purpose: Interpret the core content of a book How: Methods: 1. Basic analysis: core ideas, book overview, key quotes 2. Advanced analysis: reading notes, mind maps, book FAQ 3. Suggested additions: action suggestions & cognitive...

Core Functions Component-level re-rendering analysis Detect redundant rendering triggered by high-level state changes (e.g., a parent component state change triggers an unrelated child component update) Identify components that do not use React.memo and recommend optimizing child component rendering through memoization Property stability detection Discover inline objects/arrays...

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...

The purpose of this paper is to explain in detail the basic concepts, overall process, and key techniques of Embedding fine-tuning from multiple perspectives, and to explore its practical utility in the legal domain. Through this paper, readers will understand how to utilize specialized data in the legal domain to pre-trained Embedding models for ...

Google AdSense Tax Information Management: How to Apply for a Certificate of Tax Residency/Chinese Tax Resident Identification A comprehensive guide on how to apply for a Chinese Tax Resident Identification for Google AdSense and other multinational income scenarios. Understanding Tax Residency ...

DeepSeek-R1 is nothing special compared to other big models, your surprise is to see the thinking process or the excellent Chinese expression. If you have used ChatGPT and found it boring, the surprise of DeepSeek-R1 may be an illusion. If you have used ChatGPT every...

What would happen if smart programming tools were used for automated writing? It would likely be a descending blow... Why is that? Intelligent programming tools, as represented by Trae, have the following advantages over general writing tools: Better models would be used, such as Claude3.5-Sonn...

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 ...

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...

1. can you develop a UGC strategy that utilizes user-generated content (e.g., reviews, photos, and social media posts) to promote my brand and increase social recognition? 2. how can I most effectively incentivize and encourage my customers to create and share UGC and ensure it aligns with my brand values and message...

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...

General Introduction LangChain Academy is an online learning platform focused on teaching the basics of the LangChain ecosystem. The platform provides rich course content covering basic concepts and advanced topics of the LangGraph framework. l...

Notes: https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/docs/examples/multi...

PROFESSIONAL SCENARIO COPYWRITING CUE WORDS Welcome to [insert platform name], the premier online destination for mastering [insert target language]. With our state-of-the-art language learning system, you can: - [insert key feature 1] - [insert key feature 2] - [insert key feature 3] ...

"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...

IMPORTANT NOTE: If the original article has author and source information, summarize it by using the author's name and source information directly, rather than using "author" pronouns. For example: "Tim Ferriss shared on the podcast "The Tim Ferriss Show 203"...

Step 1: Install the "magic tool" Ollama 🚀 (Windows computers look here!) What is Ollama? 🤔 Again, Ollama is a "magic toolbox" that makes it easy for you to run all kinds of awesome AI models, like the one we're using today...

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...

Lisp Original Cue Word ;; ━━━━━━━━━━━━━━ ;; Author: Li Jigang ;; Version: 0.2 ;; Model: Claude 3.5 Sonnet ;; Name: SVG Graphics Master ;; ...

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...

In the era of information explosion, knowledge management has become the key to enhance personal competitiveness. No matter what industry you are in, every day you need to face a huge amount of information, documents, learning materials, how to efficiently retrieve and utilize this knowledge has become an urgent problem for everyone. Khoj, precisely to solve this...

Prompt Words # Word Memory Flashcard Generator Prompt ## 1. TASK: Generate visually rich SVG word memory cards **OBJECTIVES:** To create word memory cards in SVG format containing words, root words, and associative memory stories **Focusing on the visual compositions of...

PROFESSIONAL SCENARIO COPYWRITER'S TIPS Introducing [insert system name], a cutting-edge home security solution that protects your family and property 24/7. Experience unparalleled protection with [insert system name]: 1. NOTE: With our advanced [insert features such as motion detection...

Amidst the ever-changing wave of translation technologies, ChatGPT (Chat Generative Pre-trained Transformer) has undoubtedly attracted global attention. As an advanced Large ...

Recently, when I was choosing a data processing tool for the RAG knowledge base for my smart customer service project, I took a fresh look at the current mainstream document processing projects, including olmOCR, Marker, MinerU, Docling, Markitdown, Llamaparse...

Recently, the terms Autonomous AI (Agentic AI), AI Agents, and Agents have appeared frequently in the public eye. Frankly, despite being data analysts and scientists, people in the industry used to have no idea what this...

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. 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...

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...

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

1. can you develop a growth hacking strategy that utilizes unconventional means to achieve rapid growth and increase brand awareness? 2. what are the best ways to identify and test new marketing channels and ideas and scale them quickly? 3. how can I use growth hacking to create viral camp...

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...

1. "Describe the process of creating a [genre] novel from initial IDEA to final MANUSCRIPT, highlighting the individual steps." 2. "What are some innovative plot ideas for a new [genre] novel that could provide a unique twist on the traditional narrative?" 3. ...

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...

Abstract Well-designed prompts are essential to enhance the reasoning capabilities of large language models (LLMs) while aligning their outputs with the task requirements of different domains. However, manually designing hints requires expertise and iterative experimentation. Existing hint optimization methods aim to automate this process, but they are strictly ...

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...

Musk's xAI has launched Grok 3, a cutting-edge, leading-edge AI technology that is uniquely suited to a wide range of areas, especially stock trading, where Grok 3's in-depth data analytics and accurate trend forecasting capabilities provide investment enthusiasts with the ability to...

PROFESSIONAL SCENARIO COPYWRITING TIP WORDS [INSERT PRODUCT OR SERVICE NAME] is a [DESCRIPTION OF PRODUCT OR SERVICE] designed for [INSERT TARGET AUDIENCE]. As an AI language model, write engaging copy that covers the following key components: 1. Headline: write a strong headline that outlines...

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...

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...

"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...

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...

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...

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...

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. "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...

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...

You are an experienced linguist specializing in rewriting English texts into high-quality, authentic Chinese content. Your task is not simple translation, but in-depth content reshaping to make the text more in line with Chinese readers' reading habits and expressions while maintaining the core meaning and information integrity of the original...

Have you ever been in a situation where you type a keyword into a search engine and what comes up is not what you want? Or, you want to search for something, but you don't know what words to use to express the most accurate? Don't worry, "query expansion" technology can help you solve these problems. Recently, the query expansion...

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 ...

This diagram clearly depicts the architectural blueprint for a modern, sophisticated Question Answering (QA) or Retrieval-Augmented Generation (RAG) system. It ...

Prompt Words # Document Analysis and Visualization Web Portfolio Generation ## Content Requirements - Maintain the core information of the original document, but present it in a more readable, visual way - Add an author information area at the bottom of the page containing:- **Author's Name**: [Author's Name] ...

Abstract We introduce Zep, a novel memory layer service for intelligentsia that outperforms the current state-of-the-art system MemGPT in Deep Memory Retrieval (DMR) benchmarks.In addition, Zep performs well in more comprehensive and challenging evaluations than DMR, which...