This guide is designed to help you get the most out of Python and Django for scalable web application development. Here are the key takeaways and best practices: Code style and structure Follow the PEP 8 specification to keep your code clear and readable Use descriptive variables and functions...
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...
Suitable as Cursor, Windsurf, Cline and other AI IDE tools to normalize the generation of front-end project code. Such tools, although the ability to generate complete project code is very powerful, but the lack of basic constraints will lead to a large number of ineffective consumption of tokens, especially raw...
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...
Canvas Editor is a powerful image editing tool that lets you make fine adjustments to your images, remove unwanted elements, and even create new content using advanced image repair and expansion techniques. With the [new release of Canvas Editor], you can now have more detailed control over image modifications...
I've published many tutorials on Ollama installation and deployment before, but the information is quite fragmented, this time I've organized a complete tutorial on how to use Ollama on local computers in one step. This tutorial is geared towards beginners to avoid stepping on potholes, and we recommend reading the official Ollama instructions if you are able to do so....
Recently Cursor started to block the account, the client will appear prompt Unauthorized request, User is unauthorized Pro account in trying to switch Enable usage-based pric...
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...
In the previous article "Local Deployment of DeepSeek-R1 and WeChat Bot Access Tutorial", we realized the local deployment of DeepSeek-R1 and access to the WeChat Bot, so that it can chat with us, today, I want to share with you a more interesting way to play: how to give our...
codeium is available in China, especially in Windsurf, you can write code for any model you choose, because it doesn't call the original interface of the model directly. The reason of unavailability usually appears in the registration and login stage, please choose to enter the email password to log in...
In recent years, the field of Artificial Intelligence (AI) has made significant progress in its reasoning capabilities. After OpenAI demonstrated the powerful inference potential of large language models (LLMs) last year, Google DeepMind, Alibaba, DeepSeek, and Anthropi...
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...
Dify is an engine and development platform for AI applications. If you need to develop an enterprise-level AI application, or intelligent body application, you generally have the following choices: - Handwrite all the code and interface with API interfaces of various big model vendors by yourself. - Use certain...
There is no one-size-fits-all hint word that can solve anti-AI detection and search engine checking. Even certain paragraphs cannot be rewritten using any big model rewriting because the whole semantic markup repetition is too high well recognized. The main points of anti-AI detection To target rewriting according to the type of article (specialized prompt word instruction) ...
Both ChatGPT and Claude have introduced special modes to facilitate the writing of longer articles. This time, we will unbox these two new services, learn how they are used and their features, and try to figure out the most appropriate way to apply them. Imagine a scenario where you are writing a longer article using AI...
Unexpectedly, AI has set off a half-changing sky in the programming field. From v0, bolt.new to various programming tools Cursor and Windsurf that combine Agant, AI Coding has a huge potential of idea MVP. From...
Introduction Training your own image generation models using Leonardo.Ai can be a highly fulfilling experience once you have mastered an effective method. Model fine-tuning, which is its formal name, is a powerful feature that allows you to customize the output to your stylistic needs. In the tour...
Recently, the Qwen team has released a series of Qwen2.5-VL Use Case Notebook examples that demonstrate the power of native models and APIs. The purpose of this carefully crafted Notebook is to help developers and users gain a deeper understanding of...
This set of instructions is designed to guide AI assistants in generating high-quality SwiftUI code. It emphasizes the following: Focus on the latest version of SwiftUI and Swift, and familiarize yourself with the latest features and best practices. Develop strictly according to user requirements to ensure accuracy and depth of thought. Adopt a turn-by-turn ...
If we can reap a fortune every time we hear someone mention ChatGPT, we must have made a small fortune this week. Everywhere we go, the topic of artificial intelligence seems to be everywhere. The online writers' community is certainly no exception, with lively discussions about ChatGPT and other AI tools...
If you want to start your work with a writing inspiration, you've come to the right place. In this article, we will explain everything about writing inspiration in detail and provide you with 500 writing inspirations categorized by genre for your writing pleasure! Before we start we should learn to perceive correctly in writing as...
Comprehensive introduction Stirling-PDF is a powerful open source tool that focuses on localized PDF file processing . It is deployed on the user's own device via Docker and provides a rich set of PDF manipulation features including merging, splitting, converting, compressing, adding watermarks and so on. Whether ...
DeepSeek Practical Integration Project, aims to list the excellent integration tools and applications emerging from DeepSeek's big model ecosystem, and facilitate users to quickly understand and use DeepSeek's powerful capabilities. Through the DeepSeek Open Platform, developers can easily access AP...
Natural Language Interactive Database Reading and Writing Toward the end of the year, ushering in the bidding season, the preparation of large documents such as bidding documents is often a headache. Not only do you need to ensure that the content is accurate and professional, but also highlight the advantages of the enterprise, both test professional knowledge, but also requires copywriting skills. Even with both, it still takes time...
AlsoAsked is a tool that focuses on keyword research and search intent analysis. With real-time access to Google's "People Also Ask" data, AlsoAsked helps users understand searcher's intent and needs so that they can...
Kohya has released a Lora training script for the Hunyuan Video model. It will allow 16GB VRAM cards to train video Lora using only image inputs. And it supports image training for video models lora Civit...
Quick Reads Challenges of Intelligent Body Memory and Innovations in Zep Intelligent bodies (AI Agents) face memory bottlenecks in complex tasks. Traditional large-scale language model (LLM)-based AI Agents are limited by contextual windows, which make it difficult to effectively integrate long-term dialog history and dynamic data, limiting performance and prone to...
Have you ever struggled to connect with a customer on a sales call, struggling to maintain a conversation? You're not alone. In today's market, selling is about more than just pushing a product-it's about truly understanding and interacting with your customers. With AI tools like ChatGPT, you can go beyond the basics and adopt...
ChatOllama is an open source chatbot based on LLMs. For a detailed description of ChatOllama click on the link below. ChatOllama | Ollama based 100% local RAG application ChatOl...
Trae is divided into domestic and overseas versions, corresponding to different operating companies and websites. When you use Trae overseas in China, you will face the problem of not being able to log in or talk to the tool due to network blockage, so you just need to turn on the science tool globally. For those who don't want to use "science" but still want to use T...
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...
This directive note is intended to guide developers when using Solidity, TypeScript, Node.js, Next.js 14 App Router, React, Vite, Viem v2, Wagmi v2, Shadcn...
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...
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...
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...
How to Create a Prompt Bot for Poe Step 1:Open the Create a Bot page If you are using a web browser, go to poe.com and click the "Create a bot" button on the left sidebar. You can also go directly to poe.com/creat...
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 ...
Last week, Google DeepMind released Gemini 2.0, which includes Gemini 2.0 Flash (fully available), Gemini 2.0 Flash-Lite (new cost-effective) and Gemini ...
Welcome to Leonardo.AI! It's a pleasure to meet you. This guide will walk you through how to create your first images on our pioneering AI innovation platform. Create visuals, whether they are illustrations or marketing visuals, with unrivaled quality, fast speed and style of a...
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...
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...
NeoCodeium is a plugin that provides AI code completion functionality for Neovim, developed based on Codeium technology. The plugin aims to solve the flickering problem of the official plugin during multi-line virtual text processing and provide a smoother user experience.NeoC...
Currently, it is not possible. According to the official description, there is a possibility to open up local large model configuration for individual free plans in the future.
The MGX platform is a product developed and launched by DeepWisdom. To understand MGX, we need to understand the company behind it, DeepWisdom. DeepWisdom is...
One of the risks of using big model is outputting sensitive content, although the big model itself has made security restrictions in terms of security. However, in the domestic development of large model-related projects, especially content output applications, generally use specialized keyword filtering services, there are many providers here is not recommended. Note: If your service ...
Comprehensive Introduction Word Duo is a Google long-tail keyword mining tool designed for SEO optimizers, content creators and marketers. By automatically obtaining relevant search term suggestions from the Google search box and related questions in the search results, it helps users accurately mine long-tail keywords to improve SEO results overall...
Large-scale language modeling (LLM) is playing an increasingly important role in the field of artificial intelligence. In order to better understand and apply LLMs, we need to gain a deeper understanding of their core concepts. In this paper, we will focus on three key concepts, namely Token, Maximum Output Length, and Context Length, to help readers clear...
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 ...
DeepSeek AI Official Web Portal For access to DeepSeek's official resources, the following two core sites are available to meet different needs: 1. Main Site Portal (Enterprise Portal) URL: https://www.deepseek.com Content...
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 ...
Original paper: video generation models as world simulators We work on large-scale training of generative models on video data. Specifically, we target videos and images with different time lengths, resolutions, and aspect ratios ...
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...
What is Windsurf? Windsurf is an AI-powered coding assistant that offers a range of features to streamline the coding process for developers. Similar to GitHub Copilot, it utilizes machine learning models to understand code context and provide intelligent...
For those who can't afford a copilot membership or a WPS AI membership and still want to experience continuing text in a document, you can do so with macro code. Here are two versions for MacOS and Windows: https://github.com/roc...
This system prompt directive provides clear direction for writing code assisted by large models, ensuring that the generated code meets development standards and fulfills user needs. Here are its main points: Technical background: The directive clearly states that the developer should be a full-stack web development expert, focused on using the latest frameworks and tools, including Ne...
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...
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.
Preparation Not suitable for the operation of the white man, gemini directly used as a translation effect compared to other free translation tools have no advantage. Similarly, this method can do a lot of things. 1. Install the "Immersive Translation" plug-in 2. Have an independent domain name (first and second level can be) 3. Have a cloud...
Browse AI allows you to extract and monitor data from any web page in minutes without code. The bots you train to operate websites just like humans do will allow you to extract the most accurate data with the least amount of effort. This guide introduces some key concepts to help you get started. ...
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...
Tell you a very unfortunate news, when reading the deciphering AI cartoon commentary video from principle to practice (commission channel chapter), a part of the relevant experience in the light of the agent's help file into the operation of the link, the first contact with the industry into the agent backstage simply can not begin ...
Automated generation of AI comics, to rely on special aids, in the normal order of operation, after getting the sales license, you should start from the generation of audio, and do not need to manually create the novel sub-script and the corresponding screen cue words. This tutorial is only for learning the principles. If you want to practice quickly, just find the tools yourself...
DeepSeek as AI big model session of the top stream, came out of nowhere, forcing the GPT-5 and Baidu Wenxin Yiyin have lowered their heads for free. There are more than 100 platforms online DeepSeek, but not every one of them is easy to use. Many platforms have several fatal problems: ...
Windsurf is Codeium's latest big move, an AI IDE that's "both smart and knowledgable", using the same approach as Cursor, which directly forked VSCode in order to deeply integrate AI capabilities into...
Claude Prompt Generator is an open source project designed to help users efficiently generate prompts for the Claude3 model. The tool is especially suitable for those who are already using other language models (such as GPT) by converting existing prompts...
Looking back to 2024, the big models are changing day by day, and hundreds of intelligent bodies are competing. As an important part of AI applications, RAG is also a "group of heroes and lords". At the beginning of the year, ModularRAG continues to heat up, GraphRAG shines, and in the middle of the year, open source tools are in full swing, and knowledge graphs are...
The emergence of Manus AI Agent reflects several important trends in the development of AI: The practical value of AI Agent is highlighted: Manus directly demonstrates the practical value of AI technology in the capacity of "Builder", allowing users to intuitively feel...
1. click and go to any Generate Room channel 2. type '/' and then select the '/animate' command from the popup menu 3. upload the `image` image that you want to animate 4. action The action can now be...
First, the core principle of DeepSeek's report generation function DeepSeek's AI report generation function is based on natural language processing (NLP) and machine learning technology, and by analyzing the data sources and instruction requirements provided by the user, it automatically completes the three major core functions of information integration, data analysis, text generation...
At the beginning of 2025, DeepSeek realized a performance similar to that of ChatGPT at a very low training cost, which brought a great shock to the global technology circle. As a domestic AI tool, DeepSeek not only has powerful performance, but also has a very low threshold for use, which really makes it "a handful of...
You are a college student course PPT organizing and summarizing master, for the students uploaded course documents, you need to organize and summarize its content, output a clear structure, easy to understand the content of the course content document - this document serves the needs of college students' course learning and final review ## Skills - ...
Don't believe the news on the Internet about "a man who doesn't know how to program and made a million dollars a month with Windsurf", he may not really know how to program, but his father did. If you don't know a little bit of programming or even English, it's really hard to write a complete program. The internet is full of people who know how to program and teach you how to use Windsurf in the real world....
In order to better use Conch AI (MiniMax) video generation for the image domain, we maintain a ComfyUI node. ComfyUI MiniMax Video is a powerful extension that integrates MiniMax AI's...
In the digital age, APIs (Application Programming Interfaces) have become the cornerstone of interaction between different software systems. However, traditional API interfaces are often inefficient, making developers suffer. Have you ever faced the following dilemmas: Documentation: Interface documentation is obscure and difficult to understand, the parameters say...
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...
Driven by the wave of Artificial Intelligence technology, AI Agent (intelligent body) technology is developing at an unprecedented speed and gradually penetrating into various industries. In the face of the endless AI Agent platforms and technology frameworks on the market, both technical experts and industry novices may face...
Gemma 3 Key Information Summary I. Key Metrics Parameters Details Model size 100 million to 27 billion parameters in four versions: 1B, 4B, 12B, 27B Architecture Transformer-based decoder-specific architecture inherited from Gem...
OOTDiffusion is an open source virtual clothing fitting tool based on latent diffusion modeling technology, designed to provide a highly controlled virtual fitting experience. This tutorial will introduce its features, usage and installation and deployment steps in detail. I. Function Overview OOTDiff...
A comprehensive guide to everything you need to know about Bolt 🧵 Initial options may seem obvious, but they're still easy to overlook. You can start directly with your favorite front-end framework. Prepare your cue words ahead of time in gpt/claude. Save tons of Tok...