AI hands-on tutorials

Recently, Manus, one of the world's first general-purpose intelligences (Agents), has released a preview version, and its official demonstration results are shocking. Unlike many AIs that only stay at the "suggestion" level, Manus not only shows strong task planning capabilities, but also realizes...

Recently, the sale of DeepSeek installers on Taobao has attracted widespread attention. It is surprising that some businesses are profiting from this free and open source AI model. This is also a reflection of the fact that the local deployment of DeepSeek models is...

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...

The workflow creation pattern supports developers to quickly build intelligences by orchestrating workflows, where you can drag and drop and combine models, prompts, code, and other modules to realize accurate and complex business processes. Poke here to watch the video course "Workflow Development of Intelligent Bodies in Practice". Create After logging into the platform...

Since its launch, Silicon Flow's BizyAir plugin has brought powerful cloud support to ComfyUI, allowing AI designers to achieve an extremely fast and silky smooth image generation experience without the need for a graphics card. BizyAir now comes with nearly 20 built-in base models, including FLUX.1, SD ...

I. Introduction Although most LLMs can now support the output of tens of thousands of Token. However, when we are in the actual business landing, we still often encounter the situation that LLM does not output according to the format we specified. In particular, we need to output results with structured, convenient for us to follow...

Someone in the group asked: which senior knows which ai can draw the flowchart of listed company information? Guess it is listing counseling documents related to the process, in fact, do not need any tools, as long as you can draw a sample flowchart, so that the big model to generate SVG code can be, of course, Mermaid syntax can be...

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...

This article uses Dify v0.12.1 version, mainly introduces through the HTTP node in the Dify workflow, to call siliconflow's tencent/HunyuanVideo interface, through the text to generate the specific implementation of the video. Among them, Di...

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...

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...

Why Deploy a Private "Small" Model Chat Tool Many people have used ChatGPT, Wisdom Spectrum, Beanbag, Claude, and many other excellent large language models, and have the need for in-depth use of third-party paid services will be purchased, after all, they are very outstanding performance. For example, my main work scenario is to write articles ...

Copy.ai has launched a disruptive chat tool designed to streamline your workflow and increase efficiency.Chat by Copy.ai is powerful because it searches the web in real-time, accurately cites sources, and promises to help you take the heavy lifting off your plate. Take a look at C...

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...

Magai is a tool that integrates many conversational AI macromodels with a good operating experience, just select the model and the character (assistant) and use it. Recommended collection, spare: ChatGPT mirror site (domestic stable access 2024.11.23 maintenance) Claude...

DeepSeek introduces a series of advanced inference models that challenge OpenAI's industry position and are completely free and unlimited in use, benefiting all users. In this paper, we describe how to use Hugging Face's Medical Mind Chain dataset to model DeepSeek...

I. Login Website: https://m365.cloud.microsoft/chat?auth=2 After inputting the account password, if the following interface appears, click "Fixed" and then display this, it means that there is no problem with the account login. Two...

Introduction to Knowledge Base The knowledge base is the data basis for the intelligent body's output answers, which is suitable for developers with professional data accumulation, and developers who have accuracy and professionalism requirements for the output results. Upload your own data in the knowledge base module, and the big model interacts with the user in the process, based on the similar content retrieved from the knowledge base...

The field of Artificial Intelligence (AI) modeling is always full of surprises, and every technological breakthrough can pull the nerves of the industry. Recently, Alibaba's QwQ team released its latest inference model QwQ-32B in the wee hours of the morning, which once again aroused widespread attention. According to the official announcement, QwQ-3...

I think the probability is that the pictures, tables, flowcharts. Today we recommend a free AI text to visual tool, the texture is a bit cow, it feels like Figma such a big factory texture, simple and powerful. Of course, it can also be a very beautiful and practical notes, documents tool...

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...

Recently, I took over a project that needs to use Stable Diffusion, and I need to redeploy a set of SD environment. This is not quite the same as my previous SD deployment, the deployment process encountered some problems, summed up a more perfect installation program, here to share with you a ...

Overview Features: NetEase Tianyin AI music creation, ultra-realistic virtual singing. Function: input inspiration, AI assisted to complete the word, song, arranging and singing, after generating the AI first draft, it supports word and song synergy adjustment. Threshold: no need for music theory knowledge, one key to start. Global operation In Tianyin AI one-click song writing and editing...

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

The Needle in a Haystack test (inspired by NeedleInAHaystack) is a Prompt that forms a Large Language Model (LLM) by randomly inserting key information into different locations of a long text, and measures whether the large model can extract key information from the long text by testing...

构建精彩的故事，就仿佛烹饪一顿极致的美食。 将各种原料和谐搭配，您能为读者奉上一顿精神大餐。哪怕您构筑了举世无双的情节，若角色形象单薄或行为前后矛盾，读者也会漠不关心。 即便您打造了世界上最吸引人...

Introduction There was a time when creating a comic book was a tedious process that required writers, illustrators, and countless hours of effort. Today, artificial intelligence serves as a powerful tool to empower creative professionals. Imagine handing over a short story to AI and watching how it helps bring that story...

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...

One of Microsoft's very first copilot products was github copilot, launched in 2021, and officially paid for commercialization in 2022. In 2023 on top of that it launched github copilot chat, with chatgpt Q&A mode class...

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 ...

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.

Content auditing is a key aspect of maintaining a safe, respectful, and productive environment in your digital applications. In this guide, we'll discuss how to use Claude to audit the content in your digital applications. Visit our Content Audit Recipes to see how to implement a content audit using Claude...

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 ...

1.Bind domain name in cloudflare 2.cloudflare Tunnels Deploy on server as per tutorial and set forwarding port and domain name for the website 3.Bind 172.0.0.1:port (nginx) to server web directory ...

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...

Most of the intelligences we developed in the past were in a fixed workflow mode, and very few of them followed the framework below to develop intelligences with autonomous decision making and autonomous use of tools. Two days ago, I shared browse, an open source Agent that can automate simple tasks using a browser...

AI programming tools have been very hot lately, from Cursor, V0, Bolt.new to the recent Windsurf. In this post, we'll start with the open-source solution - Bolt.new, which has a revenue of $4 million in four weeks since the product was launched. The site is helplessly state...

Information Overload in Equity Research is Real A common challenge when evaluating the value of a stock is: dealing with a large amount of information from multiple sources in order to make an informed investment decision. Traditional methods include: Collecting financial data from a variety of platforms. Reading multiple reports, news and other articles. ...

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 ...

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...

This article mainly briefly introduces the practice process of Dify's self-contained long story generator workflow, especially the flexible combination of iteration nodes and code nodes, which can make the Dify workflow like a tiger. When the workflow execution is over, you can view the log -> trace, for each section of the workflow ...

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 ...

Artificial intelligence technology continues to evolve, and chat apps are becoming increasingly feature-rich. Recently, the Dify platform rolled out a notable update to its newly released chat app that enables data visualization and analysis directly within conversations, bringing users a more intuitive and efficient communication experience. Despite the title of the article mentioning the...

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...

As soon as I opened onedrive this morning, I found a pop-up alert that it, finally, is here: the new copilot in onedrive feature is here! When we select a file in onedrive, copilot appears on the top bar...

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...

Introduction This section learns how to complete the installation and configuration of Ollama in Docker. Docker is a virtualized container technology that is based on images and can start various containers in seconds. Each of these containers is a complete runtime environment that can be realized between containers...

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...

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...

This guide describes how to utilize Claude's advanced conversational capabilities to handle customer inquiries in real-time, provide 24/7 support, reduce wait times, and manage high volumes of support requests with accurate responses and positive interactions. Before building with Claude Decide whether to make...

These two days by the film style of the superb infj dream core Kitty brush circle, derived from avatars, face change, animation, take pictures of their own pets and a series of applications. And you see the 90% pictures are from this new photogenic AI graphic software, jianghu known as the small panda: Recraft ...

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...

A FLUX1 API provided by a third party to splice prompt words in URLs (https://api-flux1.api4gpt.com/?prompt=) was the base service for this site's free lead generation tool, which has recently been shut down, resulting in this site's daily...

Introduction The fundamental problem with why AI programming tools generate great looking front-end pages and yours don't is that these tools have designed a whole set of cue words for generating front-end pages that constrain all kinds of front-end specifications. These prompts are long... Not only are the prompts long, but generating a front-end page requires a lot of output...

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...

Cause The Chief AI Sharing Circle organizes a large number of "practical instructions" and various "AI tools", and the site is unable to accurately find the resources needed by entering keyword matches for searching. It's intolerable that there are so many great tools for generating videos that can't be found on the site. Lack of web development skills before...

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...

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 a small friend asked a question: we bought a copilot for ms365 account, now we want to use it with several people in the office, and we want to use the function of "create Word or ppt from a file", but we don't want to mix everyone's files together and put them in a...

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...

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...

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...

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...

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...

Wenxin Intelligent Body Link Mount Component What is Link Mount Component Definition: Allows developers to embed external links, such as web pages, articles, videos, etc., in the intelligent body dialog, which facilitates users to jump to them with one click, and increases the convenience of information access. Usage scenarios include recommended reading, content distribution, product detail page lead...

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 ...

Passionate about learning partners may often have to look at some foreign language PDF or even PPT, PDF translation is a very mature function, but PPT based on the original format (shapes, tables, charts, notes, and other content) direct translation, there is no product can be realized. Now it's here, cop...

This article was co-authored by LangChain's Harrison Chase, Erick Friis, and Linda Ye. Generative AI is set to revolutionize the user experience in the coming years. A key step in this process is the introduction of technologies that can intelligently...

Preface This paper tries to realize an application with the shortest path and lightest mode, which requires only three big steps + 9 small steps, and the following is a hand-on teaching process. Requirements Description A systematic description from the product manager's perspective can be found in the following template: Requirements Overview: what problems are solved, what features are implemented, and overall introduction. ...

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...

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...

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...

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 ...

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...

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...

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...

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...

The Windows cloud desktop from Microsoft is configured with 6 cores, 12G RAM, and unlimited times. The experience is very silky smooth, almost a little delay. First of all, enter the website: https://learn.microsoft.com/zh-cn/tra...

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...

This article is about wrapping the publicly available flux1 drawing API (https://img.kdjingpai.com/) into a Dify workflow. This is a test address, you can refer to this article to deploy their own services: white john FLUX1 interface is closed, resulting in traffic on this site...

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

A very good application scenario for AI images and videos is the WeChat Red Envelope Cover, where your single particularly good image or video subplot can also create value. There has been a business of selling red envelope covers since WeChat introduced them, but it turns out that they are not officially supported, and even counted as a violation if reported...

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...

Introduction This section learns how to complete the installation and configuration of Ollama in the Windows system is divided into the following parts: Visit the official website to complete the download directly Environment variable configuration Run Ollama to verify the success of the installation 🎉 A. Visit the official website to complete the direct download of ...

Installing the python environment I'm here with a previously installed version: python 3.11.5, which will not be described here, you can find tutorials online if you need them. Install Anaconda I here is a previously installed version: conda 23.7.4, here also not...

Using big models for business data analysis is nothing more than generating text, SVG, Python, and what people need may not be the cue word, but learning these 9 models! 1.AARRR model (pirate model) 2.RFM model 3.Decision tree model 4.PEST analysis model...

Winter is here, has it snowed at home yet? It doesn't matter if it hasn't, it is now - click here How it's done A: Through GLM-Zero, which is what Smart Spectrum posted a couple days ago. It looks like a Smart Spectrum ad... Also recommended is to try DeepSeek Chat's "Deep...

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

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

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...

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...

Please use models that support long memory for writing, such as KIMI, Claude, etc. Because in the fourth step you need to introduce at least 3-5 pieces of content from the search results for reference and creation. During the creation process the output may be interrupted due to the length of the input text, the above two models by input...

"Fixing Errors" Tip AI models like Sonnet 3.5 can sometimes miss important details, which can trigger a series of error loops. Use the following tips to solve this problem. This will help the AI analyze the root cause of the error and then create a step-by-step plan to fix it...

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...

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": ...

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

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

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...

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...