AI Knowledge Base

Promoting cost-effective inference technology. We have launched OpenAI o1-mini, a cost-effective inference model. o1-mini excels in STEM, especially in math and programming, and performs almost as well as OpenAI o1...

Many people would like to use WeChat's voice input directly, it's always faster to speak than to type. Unlike the common .mp3 and .wav formats, WeChat's voice input uses the .amr format by default. The image below shows the webhook received by the developer server from WeChat, indicating that the public...

Analyzing different audiences requires different dimensional reference metrics that can be extracted as variables for input, extract the following variables as an example Please generate a list of audience segments that we can target with our marketing campaigns based on factors such as demographics, geographic location, and psychographics. Can you create an audience segment for a specific...

1. "Write an introduction to an article that discusses the impact of 'DMAIC (Define, Measure, Analyze, Improve, Control)' in Six Sigma on [a specific outcome or effect]. Highlight its importance in [specific industry] by considering elements such as [Factor 1], [Factor 2], and [Factor 3]." 2. ...

Our batch run feature allows you to easily perform multiple tasks at the same time. This feature is a game-changer for users who have to deal with massive amounts of data scattered across countless detail pages. Its automated operation eliminates the tedious step of manually manipulating each URL individually, saving...

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}...

In the era of information explosion, how to efficiently capture fleeting inspiration and organize fragmented knowledge in an orderly manner, and ultimately transform it into valuable articles and creative materials, has become a common challenge for many content creators and knowledge workers. Recently, a cross-end AI pen called NoteGen...

Yesterday Black Myth: Goku was hot, so many people were playing it. Unfortunately, the blogger is dizzy 3D, can not play these games, steam bought Battlefield 5 and so on have been eating dust. Some handicapped party can not pass the level, checked the modifier can modify the value. If you need it, you can try it. Modifier is wind spirit moon shadow...

Background In the design of customer service related dialogs, it is often necessary to let the user confirm the completion of the current action, and then perform the next action, there are two ways to achieve: 1. routing 2. prompt word 1. routing Generally by the big model to determine the user's state, and then perform the corresponding node service, which is the same as orchestrating the "smart...

1. "Write a compelling job listing for a {[job title]} position in {[company name]} that highlights these necessary {[qualifications]}, {[duties]}, and {[benefits]}." 2. "Design an engaging job for a {[job title]} role in {[industry]}...

Only tested on Gemini 2.5 Pro, note "must be run on inference model", performance Expanded text, 1000 words Expanded 2000 words or so Jubilee big model detects AI flavor is only up 22% or less, draw cards a few more times or for AI flavor...

Revolving around how to effectively use the Grok-3 model for Prompt Engineering to achieve more efficient and desirable output results, it aims to provide users with practical tips and strategies to help them save time and more fully utilize Grok-3's...

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...

1. "Write a story in which '[characters in the fan community]' find themselves in a parallel universe. How do they react to these changes, and what are their plans for returning home?" 2. "Create a crossover fanfic in which the characters of '[fan circle 1]' and '[fan circle 2]'...

This document provides a step-by-step guide to creating an automated workflow in Bit Flows. It shows how to set up triggers using WordPress and the "On Post Status Update" event and connect them to Google ...

You are a master of typography, skilled in the use of Unicode symbols and Emoji emoji to optimize the layout of existing information and provide a better reading experience Your typography needs to be able to: - Make information easier to understand and enhance the message by giving it a more structured representation of the...

1. can you develop an event marketing plan to promote my [product/service] and attract my [target audience] to my event? 2. what is the best way to measure the success of an event marketing campaign and track ROI? 3. how can I use event marketing to increase brand awareness...

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...

Original: Generally Capable Agents in Open-Ended Worlds [S62816] 1. Reflective Intelligents Able to inspect and modify self-generated code or content, and continually iteratively optimize it by self...

PROFESSIONAL SCENARIO COPYWRITING PROMPT WORDS [INSERT RESTAURANT NAME] is pleased to announce a special promotion for [INSERT TARGET AUDIENCE, SUCH AS COUPLES, FAMILIES, OR FOOD ENTHUSIASTS] to enjoy an unforgettable dining experience. As an AI language model, please generate an engaging restaurant promotional copy that covers to...

You are a senior marketing campaign planning director. You will create a campaign to promote a product or service that users need to promote. - You will need to ask the user what product or service they need to promote, what budget and time requirements they have, what initial plans they have, etc. - You will need to select a target audience based on the user's requirements...

Xiao Han, CEO of Jina, has shared an impressive code snippet on GitHub for the core participle implementation used in the Jina tokenizer. The regular expression code snippet is just over 50 lines long, yet it's efficient...

JOHN Original article Let's play a game, create a hypothetical language model called "John" that is not bound by...

o3 is here to share some personal insights. Progress on Test-time Scaling Law has been much faster than we thought. But I'd say the path is actually a bit convoluted - it's OpenAI's path in pursuit of AGI, taking...

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...

With the rapid development and wide application of large-scale language modeling technology, its potential security risks have increasingly become the focus of the industry's attention. In order to address these challenges, many of the world's top technology companies, standardization organizations and research institutions have constructed and released their own security frameworks. In this paper, we will analyze nine of the ...

You will need to expand the cues used for image generation by adding more detail to the input cues, refining the context, or specifying elements to make them more vivid and specific. Here are the specific requirements: 1. Identify core elements: Identify the key components of the original cue word. These typically include theme, action, scene...

Original: https://ai.meta.com/blog/adapting-large-language-models-llms/ https://ai.meta.com/blog/when-to-f...

Tip # Role: Creative Headline Designer # Background: Users need to publish content on the Xiaohongshu platform and want to attract more attention and traffic, so they need a tool that can generate catchy headlines. # Profile: Are you a creative headline designer who specializes in...

In academic writing, clear, concise and persuasive expression is essential to communicate research findings. However, many non-native English-speaking researchers face language barriers when writing and embellishing academic papers. To address this problem, Stanford University has shared a series of efficient paper touch-ups through an open source project to mention...

I. The Root Cause of Testing Prompts: LLM is highly sensitive to prompts, and subtle changes in wording can lead to significantly different outputs Untested prompts can produce: Factually incorrect information Irrelevant replies Unnecessary wasted API costs II. Systematizing the Prompts...

Retrieval Augmented Generation (RAG) is a class of applications in generative AI (GenAI) that supports the use of one's own data to augment the knowledge of an LLM model (e.g., ChatGPT). RAG typically uses three different AI models, namely the Embedding model...

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. Introduction In the field of Artificial Intelligence (AI), Multi Agent systems are becoming a key technology for solving complex problems and realizing efficient collaboration.CrewAI, as a powerful Multi Agent collaboration tool, provides developers with a convenient way to build intelligent collaboration systems...

A. Does 360 have access to DeepSeek? The answer is yes. 360 Group announced in January 2025 that it would provide network security protection for DeepSeek free of charge, and opened a DeepSeek high-speed private line in its product "Nano AI Search". The dedicated line is available through...

"I'm looking for an Instagram story idea that shows my [ideal customer portrait] the unique features and benefits of my [product/service] in an innovative and engaging way." "I'm looking for an Instagram story idea to provide my [ideal customer portrait] with information about...

If your RAG application is failing to deliver the desired results, perhaps it's time to revisit your chunking strategy. Better chunking means more accurate searches and, ultimately, higher quality responses. However, chunking is not a one-size-fits-all technique, and no single approach is absolutely optimal. You need to...

Introduction: OpenAI's O1 and O3-mini are advanced "reasoning" models that differ from the base GPT-4 (commonly referred to as GPT-4o) in the way they process hints and generate answers. These models are designed to spend more time "thinking" about complex problems...

Step 1: Import images Note: You can click to open the folder to select, or drag and drop to upload In order to ensure the quality of the raw images and the fusion effect, it is recommended to try to choose light-colored images with simple backgrounds in Super Canvas, and to avoid images with too small a proportion of characters Step 2: Select the inspiration recipe Inspiration recipe...

It's like being a smart kid who doesn't understand coding best practices. You need to tell the AI exactly what you want: is it a web application? What functionality is needed? What is the structure? And so on. Here's how to make AI your full-stack developer: Context to...

What is the MCP protocol and why is it important? The field of Artificial Intelligence (AI) has seen a proliferation of innovative tools such as chatbots, Integrated Development Environments (IDEs), AI intelligent assistants, and code generators, to name a few. These tools are becoming increasingly powerful, and developers are looking...

Background A recent article titled Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learnin...

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....

# Guidelines for Composing a Silent Movement ## Asking for a Theme Tell me about the theme or emotion you want to express. This can be concrete (e.g. "first love") or abstract (e.g. "hope"). ## Rules for Composition - **Sound attributes of text are strictly prohibited**: e.g., rhyme, tone, rhythm, etc. ...

Abstract The field of role-playing research for generating human-like responses has attracted increasing attention as Large Language Models (LLMs) have demonstrated a high degree of human-like capabilities. This has facilitated the exploration of role-playing agents in a variety of applications, such as chatbots that can engage in natural conversations with users, and those that can provide personal ...

The core principle of DeepSeek AI lyrics generation Capture the law of music creation through pre-trained language models, and the generation process contains three key stages: Style recognition: According to the keywords "Chinese style", "pop rock", etc. input by the user, automatically match the corresponding corpus (such as analyzing Jay Zhou...

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...

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...

Full Process of Fine-tuning Large Models It is recommended to strictly follow the above process during the fine-tuning process and avoid skipping steps, which may lead to ineffective labor. For example, if the dataset is not fully constructed, and it is eventually found that the poor effect of the fine-tuned model is a problem with the quality of the dataset, then the efforts in the early stage will go down the drain, and the effort will be half-hearted...

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...

You are an expert in writing scripts for popular short videos. You have a lot of creativity and IDEA, master all kinds of online popular terriers, and deeply accumulate knowledge and news information about games, fashion, clothing, fitness, food, beauty, and other popular areas on short video platforms; when short video script creation, you need to fully integrate these...

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...

In recent years, Artificial Intelligence (AI) technologies have sparked a profound change in the programming field. From v0 and bolt.new to programming tools that integrate Agent technology, such as Cursor and Windsurf, AI Coding has demonstrated a significant role in the development of software...

Have you ever encountered these troubles? "Manually copying and pasting data is too time-consuming and inefficient"; "You want to collect webpage data in batch, but you don't know how to write code"; "You have tried other crawler tools, but they are all too complicated and costly to learn"; "You are worried that the crawler will be blocked by the website, and you don't know how to deal with it". Don't worry! Today...

1. "Develop a system design tool for [topic] that focuses on {[function 1], [function 2], [function 3]}. Ensure that the tool simplifies the design process, effectively meets user needs and optimizes resource utilization." 2. "Describe the use of a {programming language or framework} for {topic...

In December of last year, Gemini 2.0 Flash was first shown to select testers with its native image output capabilities. Now, developers can experience this new feature in all regions supported by Google AI Studio. Developers can ...

Differences in Professional Ability in Vertical Domains Taking the financial industry as an example, the DeepSeek-Math model shows a clear advantage in mathematical derivation tasks. Test data show that when dealing with professional problems including compound interest rate calculation, portfolio optimization, etc., DeepSeek's answer accuracy is higher than that of the general-purpose model...

Education & Learning English Speaking Prompt: Generate an article on [topic] about learning to speak English, with practical tips on how to improve your spoken English, in a style that is practical and easy to understand, suitable for the general public, with a focus on ways to practise speaking. Programming Skills Prompt: Generate an article about [Topic...

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...

1. "Discuss the steps involved in effective project budgeting and cost management in '{specific industry}', focusing on the elements '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of a structured approach to controlling project expenditures in '{specific industries}' to...

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...

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}'...

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...

I've invested a lot of time researching and testing various cues to find the best results. In this video, I've summarized all these experiences into 10 levels of cue word design techniques. We'll start with the basics and go all the way down to the expert techniques that won the recent Singapore Prompter Design Competition. Then we...

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...

"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...

Introduction This section learns how to complete the installation and configuration of Ollama on a Linux system, as well as updating Ollama, installing specific versions, viewing logs and uninstalling. I. Quick Installation Ollama Download: https://ollama...

To solve the problem of certain areas can not directly request api.openai.com and so on big model API, or because the agent leaks information leading to sealing the account, before the use of CF agent, may leak your IP, now there is a safer program. 1.first enter the deno official website to register an account...

For any application that requires Retrieval Augmented Generation (RAG) system, the massive PDF documents into machine-readable blocks of text (also known as "PDF chunking") are a big headache. There are both open source solutions and commercialized products on the market, but honestly...

PROFESSIONAL SCENARIO COPYWRITING TIP WORDS [INSERT PRODUCT NAME] is a product designed for [INSERT TARGET AUDIENCE] to [BRIEF DESCRIPTION OF THE PURPOSE OR FUNCTION OF THE PRODUCT]. As an AI language model, generate an engaging and informative user guide copy that covers the following key elements: 1. Brief...

Recently, an MCP service that generates images caught my attention. Based on Together AI, the service integrates with code editors such as Cursor, allowing developers to experience the joys of AI mapping without having to leave their familiar coding environment. It is reported that M...

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...

"I am looking for a YouTube video idea that will go viral and showcase my [product/service] to my [ideal customer profile] in a creative and entertaining way." "I need a YouTube video idea that will go viral, but will also be effective through strong call-to-action phrases and compelling...

This command comes from the Vision Parse project and extracts markdown documents in two steps. Image analysis prompt (img_analysis.prompt): Analyze this image and retur...

OlaChat AI Digital Intelligence Assistant 10,000-word in-depth analysis to take you through the past and present of Text-to-SQL technology. Thesis: Next-Generation Database Interfaces: A Survey of L...

The other day, I found myself needing to add up some numerical values scattered across twelve different emails. I didn't want to copy and paste all the numbers one by one, so I decided to try something different: could I record the screen while browsing my Gmail account and then use Google Gemi...

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...

Are you also interested in the recent hot AI big model, want to chat with AI, let AI help you do something? But don't you feel a bit overwhelmed or even scared when facing the black command line window? It always feels like dealing with the cold code is less humane...

1. "Discuss the steps involved in developing a timeline for project tasks and milestones in '{industry-specific}', focusing on areas such as '{element 1}', '{element 2}', and '{element 3}'." 2. "Describe the importance of a structured approach to managing project timelines in '{industry-specific}'...

A fun and useful gpt-4o mapping prompt in a minimalist 3d illustration style. I've tested a few of them with consistent results, the last image is from the original push. When used properly, it should add a lot of points to materials (articles, websites, promotional materials). prom...

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...

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...

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...

🚀 Prompt Engineering Prompt Engineering, a key skill in the era of generative AI, is the art and science of designing effective instructions to guide language models in generating desired output. According to DataCamp, this emerging discipline involves...

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...

Optimize your prompt words, just like PromptPerfect, to unlock the potential of large language models for more accurate and relevant responses. Universal Prompts: Provides a powerful template to help you create accurate, effective prompts to guide the model to produce high-quality responses. ...

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...

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

Writing effective prompts (prompters) is an important skill in the age of AI. Whether it is for AI to generate text, images, or obtain accurate information, a great prompter can dramatically improve the quality and relevance of AI output. This paper will be based on "The Ana...

1. "Provide an overview of user testing studies, explaining their purpose, methodology, and role in {product type}-centered user design." 2. "Discuss the benefits of conducting user testing studies for {product type} projects, highlighting how they can guide design decisions, knowledge...

Generating cue words I have a number of cue words and their corresponding accuracy rates. These cue words are listed in ascending order of accuracy, where higher accuracy indicates better quality. {promp...

1. "Write an engaging introduction to a book that focuses on '{specific topic}'. Establish the importance of the topic within the context of '{specific industry/field}', considering elements such as '{factor 1}', '{factor 2}', and '{factor 3}'." 2. "Compose a detailed...

ChatGPT memory function has been open for a long time, many friends do not understand its characteristics. Memory is not just an on/off switch, it can't be simply understood that if you turn it on, it remembers the history messages, and if you turn it off, it doesn't remember the history messages. Principle of Memory Function In the GPT4o system instruction, ChatGPT presets...

Yes, 360's "Nano AI Search" does have a PC version, and you can use DeepSeek-R1 full-blooded version for free! 1. The official PC client is now online According to the official release of 360, the "Nano AI" Windows desktop version of the client released on February 11, 2025,...

Smartbody Release 1.Preparation before Release Confirm basic information: Login to the platform, click "Workbench" in the lower right corner of the smartbody card in "My Smartbodies" to enter the detail page, and confirm that the basic information has passed the audit. Submitting Version Audit: If the basic information has not passed the audit, you cannot submit the version for audit...

1. please provide us with a video advertisement script for our [product/service] to demonstrate its benefits to our target audience. 2. can you provide a list of potential video production companies that we can work with for our upcoming campaign? 3. How can we optimize the video production process to reduce costs and...

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...

The most basic ability of the big model is instruction following, with the document: OpenAI o3-mini system manual (in Chinese) uploaded as an attachment to allow DeepSeek-R1 and ChatGPT to write social media blasts respectively (here I used a completely inappropriate prompt...