AI Knowledge Base

Often friends ask if there are any tools for generating better quality PPTs. "Making PPT is harder than writing content!"

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 ...

As the application of artificial intelligence in the field of programming becomes more and more in-depth, many developers, after experiencing the convenience of AI-assisted programming, expect to be able to have a more understanding of their own needs of the "exclusive AI engineer". The core of this demand lies in the ability of AI to accurately follow the developer's personalized instructions...

Cue word You are a task execution expert, specializing in invoking multiple tools to complete the task at hand based on the user's needs. # Message Module Description - Must respond using tools (function calls), plain text responses are prohibited - Try to solve problems independently, use me...

Recently NotebookLM has been supported in Chinese, and it's one of the more recommended personal knowledge management tools among free products in my opinion. The two main features of NotebookLM are: citing accurate sources for questions and answers and generating podcasts of two-person conversations. Citing Accurate Sources...

A well-designed System Prompt is essential for users and developers who want to work efficiently with the Large Language Model (LLM). It acts as a well-prepared action plan and behavioral manual for the AI, directly affecting the quality of the AI's response...

Many users have observed that there seems to be a subtle but perceptible difference between the experience they get from calling Anthropic's Claude API directly and the official Claude web version. Much of this difference stems from the complex system prompts behind the web version (Sy...

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...

Recently, Cursor, an AI-assisted programming tool, published a list of AI models favored by developers, and the data shows that the Claude 3.7 Sonnet model occupies the top position. This official data undoubtedly reflects the choice of a significant portion of developers. But this...

Background: n8n Challenges Integrating with the RAG Knowledge Base n8n is gaining traction as a powerful open source automated workflow tool. It was founded in 2019 by Jan Oberhauser, former visual designer of Pirates of the Caribbean, with the aim of...

BACKGROUND: OpenRouter and its Payment Options OpenRouter provides an integrated platform that allows developers and users to access a wide range of large language models from different providers through a unified API interface. For users wishing to utilize these advanced AI capabilities...

OpenRouter, a platform that aggregates APIs from many of the world's leading large language models, has recently made significant changes to its free usage policy and rate limiting. The platform is recognized for its ease of use - providing a single API key to call APIs including DeepSeek, Qw...

You are a senior developer that can help me with developing Dify Plugin Tool, which is an AI Agent T...

In the field of Large Language Modeling (LLM) research, the model's Leap-of-Thought ability, i.e., creativity, is no less important than the logical reasoning ability represented by Chain-of-Thought. However, the current LLM creativity ...

Mastering Claude Code: Hands-on Agentic Coding Tips from the Front Lines Claude Code is a command-line tool for Agentic Coding. By agentic coding, we mean giving AI a certain degree of autonomy...

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...

The GPT-4.1 family of models provides significant improvements in coding, instruction adherence, and long context processing capabilities compared to GPT-4o. Specifically, it performs better on code generation and repair tasks, understands and executes complex instructions more accurately, and can efficiently handle longer input text...

Vibe Coding: code disappears, a new wave of intuition-driven software development? The exponential growth of generative artificial intelligence is reshaping industries, and software development is no exception. Around the beginning of 2025, a new wave of thinking began to take hold in Silicon Valley: the development of...

Since the release of the use of buttons that dream 3.0 model to facilitate the generation of articles with pictures and Chinese posters, a god for further optimization, you can generate the text as the main body of the picture, more suitable for use as an article cover, the following to share with you. Core prompt word is as follows The role of the prompt word is to generate for generating pictures...

Background: why you need public access n8n n8n is a powerful open source workflow automation tool that allows users to connect different applications and services to create automated processes. However, during use, many of n8n's App nodes (especially those involving third-party services granting...

For Headlines, WeChat Ask, Baike and more... Take Headline for example. 1. you may need an Android emulator (some platforms only allow operation in the APP, less efficient, recommended that the computer download Android emulator) 2. find the topic, to be answered questions Do not do this type of real-time message...

General Introduction serverless-qrcode-hub is an open source tool designed to solve the problem of frequent failure of QR codes in WeChat group chats. It is based on Cloudflare Workers and D1 databases , without the need for traditional servers to run ...

Recently, MCP (Model Calling Protocol) has become a high-frequency term in technical circles. Simply put, MCP is designed to simplify the process of using external tools or services for large language models (LLMs), significantly reducing the need for developers and users to build...

Traditional web crawler frameworks are versatile, but often require additional cleansing and formatting when processing data, which makes their integration with Large Language Models (LLMs) relatively complex. The output of many tools (e.g., raw HTML or unstructured JSON) contains a lot of noise and is not suitable for direct use...

Upload an avatar and enter the following prompts Prompts Create a new chibi sticker with six unique poses featuring the user's image: 1. scissor hands and playful winking; 2. tearful eyes and slightly quivering lips, presenting a cute crying...

Since trying to break through the Jubilee large model AI content detection, and released a technology article "washing" prompt words. The proportion of the above two recognized as "artificial" in Jubilee AI detection is not high. The reason is very simple, rewrite the article without destroying the original structure and information content of the premise, basically difficult to do over A...

Prompt word Remove the watermark from the image front text and icons, (other requirements)... # The following prompts have the same effect Remove the watermark from the image Where do I use it? Google AI Studi...

1. INTRODUCTION In today's information explosion, a large amount of knowledge is stored in the form of tables in web pages, Wikipedia and relational databases. However, traditional question and answer systems often struggle to handle complex queries across multiple tables, which has become a major challenge in the field of artificial intelligence. To address this challenge, researchers ...

With the popularity of Large Language Models (LLMs) and various AI services, it is becoming increasingly common for developers to integrate these capabilities in their applications. However, directly invoking API endpoints from service providers such as OpenAI, Hugging Face, and others often brings with it a host of management...

Recently, various text-to-image (TTI) AI technologies are undergoing rapid iterations. However, both beginners and professional creators often face a challenge when utilizing these tools: how to translate the creative vision in their heads - whether clear or fuzzy - into a refined...

VS Code 1.99 Introduces Model Context Protocol Support Visual Studio Code (VS Code) officially introduces support for the Model Context Protocol (MCP) in its 1.99 release.

With the increasing abundance of digital information today, effectively capturing, organizing and utilizing web content has become a key skill. Many users who have tried tools such as Notion, Instapaper or Readwise may encounter incomplete content capture, inconvenient retrieval management...

That dream provides 3.0 image generation model quota is always not enough, today straight test will not be used up. And the daily use of that dream directly generate article cover is also somewhat inconvenient. So I thought of using the buckle in the reference that dream 3.0 image model (standard name is seedream3.0...).

Generate a photo of a female teacher wearing a tight professional outfit (OL style) lecturing in front of the blackboard, the whole just need the blackboard and the female teacher on the line, the female teacher is about 25 years old, wearing glasses, sexy body, looks in line with Asian aesthetics, the need for a realistic style, the blackboard is written on the "study well, every day up...

Among the many AI chatbots, DeepSeek is not only notable for its free access, but also for its outstanding ability to handle Chinese language tasks and assist in business analytics. As a powerful large-scale language model, DeepSeek's understanding of Chinese context...

Recently, MCP (Model Context Protocol) has garnered a lot of attention in the tech enthusiast and developer community. This technology aims to simplify the way Large Language Models (LLMs) interact with various external tools and services, promising to reshape the way we...

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...

The popularization of Artificial Intelligence ( AI ) has brought opportunities for change in education, but it also comes with serious challenges, the most immediate of which is the impact on academic integrity.The ability of AI tools to generate text has blurred the boundaries of plagiarism in the traditional sense, creating unprecedented difficulties for educators...

ChatGPT is more than a simple conversation assistant, it provides more advanced features to help users systematically handle repetitive tasks and projects. This article will introduce Projects and GPTs (customized GPTs) in ChatGPT ...

Cue word A dramatic, front-facing close-up portrait of Hayao Miyazaki. The composition is perfectly symme...

Three.js is a tool that allows web pages to display "three-dimensional" images. Think of it like this: it provides a set of tools that allow developers to draw 3D shapes on web pages, such as cubes, spheres, etc. It also makes these 3D shapes move, so that they can be used for... It also allows these 3D shapes to move, which can be done...

PS: It is still quite convenient to generate Little Red Book note covers and multi-image notes. Prompt Words Create Pictures On top of an A4-sized piece of paper, write a Chinese monologue in pen and blue ink explaining the concept of the following passage. Use a red marker to scribble some marks on it to help others...

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...

Recently watched Ghibli Shinkai Makoto see vomit, play a little fun. Wojak style images in the future only more marketable. Not too stable, can be described in detail, such as: "image of the front character as a whole to maintain the existing character lines, contours, facial features, to maintain the background style remains unchanged, only the front character to turn...

As the capabilities of large-scale language models (LLMs) are rapidly evolving, traditional benchmark tests, such as MMLU, are showing limitations in distinguishing top models. Relying on knowledge quizzes or standardized tests alone, it has become difficult to fully measure the nuanced capabilities of models that are crucial in real-world interactions, such as...

As AI-assisted software development grows in popularity, a key challenge has emerged: how to enable AI coding assistants to have the same cross-session "memory" as human developers, remembering and applying a project's coding specifications, preferences, particular processes, and even requirements details. Currently, the popular...

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 ...

Functionality This prompt word configures the AI as an "App-Creator", an expert who specializes in creating Canvas Apps (HTML/CSS/JS based web apps) for the Poe platform. It provides detailed instructions...

Traditional e-commerce customer service system relies on the cooperation between intelligent customer service system and human team, but this model often faces efficiency bottlenecks and experience pain points. Although big model technology has been developed for several years, most AI customer service is still limited to assistance based on preset processes (SOP mode) or simple human-machine collaboration (Copilo...

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...

The Python ecosystem has never been short of package management and environment management tools, from the classic pip and virtualenv to pip-tools and conda to the modern Poetry, PDM, and so on. Each tool has its area of specialization, but often...

INTRODUCTION In recent years, multi-intelligent systems (MAS) have attracted much attention in the field of artificial intelligence. These systems attempt to solve complex, multi-step tasks through the collaboration of multiple Large Language Model (LLM) intelligences. However, despite the high expectations of MAS, their performance in practical applications...

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

On social media, those stunning photos of cherry blossoms always attract attention easily. People may wonder why some people can take photos of cherry blossoms on the same spring day, while their own photos look mediocre or even bleak. A joke may point out the truth: "He uses telephoto to capture the spring colors, but you...

Deep Research Web UI is an intelligent research visualization tool driven by AI. It integrates advanced technologies such as search engines, web crawling, and large language modeling to automatically deep-dive into complex problems and generate well-structured research reports. The tool is strong...

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...

Recently, Anthropic has introduced a new tool called "think", which is designed to enhance the capabilities of the Claude model for complex problem solving. In this paper, we will delve into the design philosophy of the "think" tool, its performance, and the practical application of the most...

This article will guide readers on how to easily upgrade Dify. Before you begin, make sure you have the following two tools installed: Dify Local Deployment: This is the foundation of the upgrade operation. Cursor: an AI programming tool that dramatically improves development efficiency. Optional tools: Silicon Flow...

OpenManus has been updated frequently recently. Besides supporting local Ollama and web API providers, it also adds support for domestic search engines and several WebUI adaptations. In this article, we will introduce several community-contributed OpenManus WebUI...

General Introduction cursor-shadow-patch is an open source tool designed specifically for the Cursor editor version 0.47.x. It can be used to modify the machine ID of the software. It modifies the machine ID of the software to help users solve the device identification limitations caused by...

Abstract Information retrieval systems are critical for efficient access to large document collections. Recent approaches utilize Large Language Models (LLMs) to improve retrieval performance through query augmentation, but typically rely on expensive supervised learning or distillation techniques that require significant computational resources and manually labeled data ...

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...

Large reasoning models exploit vulnerabilities when given the opportunity. Research suggests that these exploits can be detected by using large language models (LLMs) to monitor their chains-of-thought (CoT). Punishing models for "bad thoughts" does not prevent most misbehavior...

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...

For ease of differentiation, knowledge bases outside of the Dify platform are collectively referred to as "external knowledge bases" in this article. Introduction Dify's built-in knowledge base functionality and text retrieval mechanism may not meet the needs of some advanced developers, who may need more precise control over text recall results. Some...

Recently, Dify released v1.0.1, which fixes some problems in the previous version. According to user feedback, many users are interested in the effect of Dify integration with RAGFlow. In this article, we will introduce Dify integration with RAGFlow...

Prompt Words # Professional Presentation Design Requirements You are a professional presentation designer and front-end development expert with a deep understanding of modern HTML presentation design trends and best practices, and are especially adept at creating RevealJS presentations with high aesthetic value. Your design work not only fe...

Recently, Anthropic has released Claude 3.7 Sonnet, an updated version of the Claude 3.5 Sonnet model.Although only 0.2 has been added to the version number, this update brings a number of changes in performance and functionality...

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

The GraphRAG project aims to extend the range of questions that AI systems can answer on private datasets by exploiting implicit relationships in unstructured text. A key advantage of GraphRAG over traditional vector RAG (or "semantic search") is its ability to answer questions about...

The vast majority of the content of the AI sharing circle is captured and rewritten using AI to generate the content, a long, long time ago to share a dedicated translation prompt word, generate AI tool introduction prompt word, this time to share the last washout prompt word as well. Note The purpose of using the prompt word is not to 100% over AI...

It's been a while since bolt.new joined forces with Anima to launch a crackerjack feature that generates runnable full-stack apps by simply copying the URL of a Figma design. From the bolt.new homepage, click "Import from Figma": ...

Introduction This document details how to build a localized RAG (Retrieval Augmented Generation) application using DeepSeek R1 and Ollama. It also complements the use of LangChain to build localized RAG applications. We will go through examples...

Introduction This document describes how to use ReActAgent in LlamaIndex to implement a simple local agent in combination with Ollama. The LLM used in this document is the qwen2:0.5b model, due to the fact that different models ...

There are a variety of ways to get the big model to assist in optimizing prompt, the following methods suggest actually doing it and observing the results, inspiration, and learning are the main focus, the goal is not to generate directly usable prompt. Prompt word: Lite As a Prompt Engineer. As an experienced know...

Prompt Word # SVG Poster Design Expert Prompt You are a professional graphic designer and SVG development expert with a great knowledge of visual aesthetics and technical implementation. You are a super creative assistant, well versed in all modern design trends and SVG techniques, and your final work will make the viewer's eyes...

Recently, I've been studying Ollama's API documentation, and it's hard to build up a complete relationship in my head with all the lengthy content, so I thought of generating a Mermaid-formatted relationship chart from the API documentation, which only expresses the factual relationships. Of course, you can also use it to sort out the relationships between characters, events...

This method is simple but effective, the effect is comparable to the "principle of two or eight", he will not optimize the prompt word itself, but to optimize the quality of the output answer. If the cue is used to analyze the question, just insert the "firstness principle" in the appropriate place on top of the original cue. As an example, if there is no...

INTRODUCTION ReAct (Reasoning and Acting) is a framework that combines reasoning and action to enhance the performance of intelligent bodies in complex tasks. The framework enables intelligences to perform more effectively in dynamic environments by tightly integrating logical reasoning with practical action...

Introduction This document will detail how to use the LlamaIndex framework to build a local RAG (Retrieval-Augmented Generation) application. By integrating LlamaIndex, it is possible to build in a local environment a...

This tutorial assumes that you are already familiar with the following concepts: Chat Models Chaining runnables Embeddings Vector stores Retrieval-augmented generati...

Dify supports access to large-scale language model inference and embedding capabilities deployed by Ollama. Quick Access Download Ollama Access Ollama installation and configuration and view Ollama local deployment tutorials. Run Ol...

Introduction This document describes how to build a local Copilot-like programming assistant to help you write more beautiful and efficient code. From this course you will learn to use Ollama to integrate local programming assistants, including Continue Aider ...

I. Deploying with Node.js 1. Install Node.js Download and install the Node.js tool: https://www.nodejs.com.cn/download.html Set up the mirror source, for example, using the following...

I. Directory structure Under the C6 folder of the repository notebook: fastapi_chat_app/ │ ├── app.py ├── websocket_handler.py ├── static/ │ ...

Introduction This document describes how to use Ollama to integrate with LangChain in a JavaScript environment to create powerful AI applications.Ollama is an open source deployment tool for large language models, and LangChain ...

Introduction This document describes how to use Ollama in a Python environment to integrate with LangChain to create powerful AI applications.Ollama is an open source deployment tool for large language models, and LangChain is a...

This article describes how to use the Ollama API in Golang.This document is designed to help developers get up to speed quickly and take full advantage of the capabilities of Ollama.Ollama itself is developed in the Golang language, and the Golang language version picks up...

This article describes how to use the Ollama API in C++. This document is designed to help C++ developers get up to speed quickly and take full advantage of Ollama's capabilities. By studying this document, you can easily integrate Ollama into your projects. Note...

This article describes how to use the Ollama API in JavaScript. This document is designed to help developers get up to speed quickly and take full advantage of Ollama's capabilities. You can use it in a Node.js environment or directly in the browser by importing the pair...

This article describes how to use the Ollama API in Java.This document is designed to help developers get up to speed quickly and take full advantage of Ollama's capabilities. You can call the Ollama API directly in your program or through the Spring AI component...

In this article, we'll take a brief look at how to use the Ollama API in Python.Whether you're looking to have a simple chat conversation, work with big data using streaming responses, or want to do model creation, copying, deletion, and more locally, this article can guide you...

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...

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...

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 ...

Introduction Ollama provides a powerful REST API that enables developers to easily interact with large language models. With the Ollama API, users can send requests and receive responses generated by the model, applied to tasks such as natural language processing, text generation, and so on. This paper will ...

Windows The following is an example of how to customize Ollama to run in the GPU on a Windows system. Ollama uses the CPU for inference by default. For faster inference, you can configure Ollama to use...

Take Windows system as an example, the models pulled by Ollama are stored in C disk by default, if you need to pull more than one model, the C disk will be full, which affects the storage space of C disk. Therefore, this section will introduce how to use Ollama in Windows, Linux and Mac...

Introduction This section learns how to use Modelfile to customize the import of models, which is divided into the following sections: Importing from GGUF Importing from Pytorch or Safetensors Importing from Models Directly Importing from Models Customizing Prompt ...