AI hands-on tutorials

Good New Year! Greetings to all of you! Recently, my circle of friends has been "screened" by news related to DeepSeek-R1, and I believe everyone has heard about our domestic open source model - DeepSeek! I'm sure you've all heard about DeepSeek, our homegrown open source model, and the tutorials on how to deploy DeepSeek-R1 locally have been...

A First Look at MCP MCP (Model Context Protocol), is a protocol developed to standardize how applications provide context for large models.MCP provides a standard way of providing data, tools for LLMs.Using MCP will make it easier to con...

On the same day that Cline released the Plan & Act model, DeepSeek introduced the R1 model. An interesting phenomenon ensued: developers started spontaneously using R1 for the planning phase, while using 3.5-Sonnet...

Thanks to Tencent Cloud Cloud Studio, thanks to DeepSeek DeepSeek-R1 In today's world of rapid development of artificial intelligence and big model technology, more and more developers and researchers want to experience and fine-tune big models for themselves in order to better understand and apply these advanced techniques...

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...

Once upon a time to share a lot of fun card map prompt word example, although fun, but the actual work found that there is no bird use. The reason is very simple: these card diagram prompt word template sample style code is generally fixed, the user's real intention and sample style does not match. Some people have done a more general prompt word adaptation: card map...

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. ...

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...

I. Background Notes 1.1 The Need for .cursorules In Cursor, Rules for AI helps you set some basic rules for AI-generated code, such as style, naming style, etc. This way, both in code completion and command...

Qwen Chat, the overseas version of Qwen Chat, was released some time ago and was widely praised. Qwen Chat utilizes the second-developed Open WebUI chat interface to access the full range of big models of Qwen, and the Qwen2.5-plus closed-source modeling capability is very excellent....

One-click dressup is extremely hot. Today, we bring you a dressup workflow based on BizyAir cloud node, which is also on the OpenArt homepage. This workflow is based on FlUX.1 Fill and Redux models, and all of them are in Bizy...

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...

Installing Dify Plugins Click "Plugins" in the upper right corner of the Dify platform to go to the plugin management page, which supports three ways of installing plugins: Marketplace, GitHub, and local upload. Marketplace Dify M...

Q: How can I get AI to better analyze my structured data (Excel/CSV)? The content is very long it feels like some of it is being thrown away A: AI can't process very long content at once due to the limitations of the context window. In addition, the big language model itself is not good at math operations, so it...

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...

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...

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...

Today I'm sharing a super cool AI programming open source project - Bolt.DIY! Free to deploy! Free to use! Totally free! Interested partners please like the collection, go try it! Bolt.new is an AI-driven full-stack development platform, through natural language description on...

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?...

JSONArray Basic Concepts JSONArray is an array structure for storing multiple JSON objects. Each element can be a JSON object, an array, or a basic data type (e.g. string, number, etc.). In Dify, using J...

Voyage AI's Voyager 3 is a new state-of-the-art model that allows you to embed text and images into the same space. In this post, I will explain how to extract these multimodal embeddings from magazines, store them in a vector database (Weaviate...

Previously, SiliconCloud went online with the online LoRA fine-tuning feature for language models. By simply uploading corpus data and creating a fine-tuning task, you can get an exclusive fine-tuned language model. Recently, SiliconCloud's LLM online LoRA...

My best AI programming partners at the moment are Lovable and Cursor. bolt.new and windsurf, which are also very good, I chose the first two because the ceiling is high enough. Lovable's website: https://lova...

Do you often need to transcribe meeting recordings or interviews into text? Since writing verbatim scripts is time-consuming and laborious, it's a good idea to use AI tools to convert audio recordings into text. In this article, we will introduce Whis...

Demonstration Effect Demo: Using the built workflow, we insert a record in the Flying Book multidimensional table The following step-by-step exploration of the specific implementation process. Requirements Analysis In our daily work, we often collect some information to facilitate the later organization and view. But manually organizing the need to fill in a field by field ...

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...

Trae's Builder mode helps you develop a complete project from 0 to 1. You can seamlessly integrate it into the project building process. In Builder Mode, the AI Assistant calls on different tools as needed when answering questions, including analyzing...

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...

In today's fast-changing artificial intelligence technology, AI programming tools are springing up, and many of them are as powerful as Cursor. However, for those "novice" users who have no programming foundation, even for tools like Cursor, there are still some...

When dialoguing with an AI assistant, you can specify the contents of Trae (including code, files, folders, and workspaces) as context for the AI assistant to read and understand, thus ensuring that the AI assistant's responses are more in line with your requirements. This article describes three ways to specify context. ...

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 ...

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...

Prompt design with Lovable, a list of strategies and approaches. To help you get the most out of Lovable, we've compiled a list of prompt design strategies and approaches. These strategies are partially derived from our team's experience and partially shared by community members. What is a cue...

With the continuous progress of artificial intelligence technology, there is an increasing demand for building personalized intelligent bodies. Although there are already some intelligent body platforms in China, such as Doubao Buckle, these platforms require developers to upload their code and data to third-party servers, which may bring about for some customers with sensitive business information...

"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...

Transit large model API in the country is an essential service, such as the most well-known One API, in addition to this will be commonly used cloudflare vercel huggingface to solve the API proxy load and security issues. Even to ensure that the proxy service ...

How to start generating visual content with Napkin AI ? (Account creation, visual generation, export to pdf or image file...) Welcome to Napkin AI, a tool that makes it easy to convert your text into beautiful visuals. This guide will walk...

In the development work, the daily trivial code modification, command execution and context switching often make us tired to deal with. Recently, I experienced Cline, a VS Code extension designed for developers, and it feels like having an intelligent assistant that understands code, and the experience has been non...

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...

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 ...

These days, Artificial Intelligence (AI) is a thing of the past. The other day, Google made big news with the release of Gemini 2.0. What's the point of this thing, you ask? Well, to put it this way, if you haven't experienced it yet, it's like never having tasted pot-au-feu with Sprite in your life...

Based on CrewAI's multi-intelligence collaboration and the Cohere Command-R7B Big Model, the system automates the entire process from research to writing, like having a 24-hour newsroom Core Functions: Research and analysis: by the first AI ...

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...

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...

The last update was about ChatGPT's new Canvas features. However, it only briefly describes the various functions of Canvas, but does not elaborate the academic applications of Canvas. Therefore, the author will slowly give a detailed description of the academic applications of Canvas...

Wrote a lot of models and tools that can AI fitting, either need to recharge, or need to use magic on the extranet to use, or have to be deployed locally, the simplest and most foolproof to use or can be Ling has just launched the AI fitting function. After the announcement of the new upgrade of its 1.5 model by the Kerin AI platform under Racer, it has released a...

Implementing a Full-Featured AI Agent App in Less Than 50 Lines of Python Code (Step-by-Step Guide) AI tools are changing the way entrepreneurs identify trends and make decisions, but building a scalable solution to analyze startup opportunities often requires integrating multiple data sources and processing them quickly. However...

In our last post, we discussed Devin, an Agentic AI that enables fully automated programming.Compared to other Agentic AI tools, such as Cursor and Windsurf, it is better at process planning, self-evolution...

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...

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...

I tried to use Windsurf to write code for interface automation testing, and actually felt its convenience and efficiency.Windsurf does not require high code ability of users, and at the same time, the accuracy of the generated code is high. Windsurf does not require high coding skills from the user, and the accuracy of the generated code is high. What's more, the scenario coverage of the generated test cases is...

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....

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...

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...

GPUStack is an open source Big Model-as-a-Service platform that efficiently integrates and leverages a variety of heterogeneous GPU/NPU resources such as Nvidia, Apple Metal, Huawei Rise, and Moore Threads, to provide local, privately deployed Big Model solutions. GPU...

It's been a long time since I've experienced Dream AI, but this time I found that it has changed a lot. The most surprising thing is to find a "Picture 2.1" image generation model, which states "Stable structure and strong film texture support the generation of Chinese and English fonts." I don't know whether the model's native ability to generate Chinese, or in the image generation...

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...

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 ...

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...

⚙️PearAI Core Features CMD+I - Inline code editing: PearAI will make changes to your current file and show the differences. CMD+L - New Chat (if you select a code, it will also be added to the chat). CMD+SHIFT...

Introduction: Say goodbye to cumbersome manual updatesToday Dify updated version 0.12.1, but the traditional way of updating is daunting to old gold me - backing up data, downloading updates, overriding the installation, each step may take a lot of time and energy. In the face of these troubles, the emergence of Windsurf...

I've found that a lot of people are confused about understanding the differences between AI IDE tools like Bolt, v0, and Cursor. Since I've been using them for a few months now (and subscribed to the services), I'll summarize their key points here. The full content is as follows: 🧵 B...

[bilibili]https://www.bilibili.com/video/BV1dSzGYvEUQ/?share_source=copy_web&vd_source=b66a94312...

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...

Microsoft 365 Agents are designed to enhance personal effectiveness and transform business processes through seamless human-computer collaboration, AI collaboration, and automated business processes. A wide range of Agents, including SharePoint Agents...

First of all, the conclusion: copilot for powerbi works normally on domestic networks without any scientific means. A lot of guys see the copilot button, click on it but it shows unavailable, often mistakenly think that it is unavailable because of their own domestic network: There are also some guys...

The conditions for the use of copilot for powerbi were mentioned earlier: To use Copilot for Power BI, you must have access to advanced Power BI capacity (P1 and above) or paid fabric capacity...

Glif This tool we have introduced many times before, built-in rich image creative workflow, a lot of small red book pop-up creative images are derived from this tool. Using Glif you do not need to carry out complex configuration, because the author has encapsulated the entire process, you only need to fill in the input box text or image...

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...

Copilot Agents, the second wave of the Copilot update released in September, has recently made its official debut: Today, we're ready for Copilot Agents to introduce themselves. Select "writing coa...

Many of you are very interested in the features of copilot for Microsoft 365, but the cost of one or two hundred per month to start with discourages many people. There are also some users who have subscribed to copilot for ms365 but want to use it on their onedriv...

Windsurf Quick Start Windsurf is Codeium's next-generation AI IDE, designed to help you keep your creations flowing. On this page, you'll find out how to install Windsurf on your computer, complete the initial setup process, and turn on your first...

Note: This article uses Dify v0.7.2. This chat flow shows how to build a chatbot for outpatient guidance that can collect patient data via web or voice dialog. Simply understood, this means that the patient is given a recommendation for a department based on patient information (age, gender, and symptoms). ...

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...

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...

Project Overview By integrating DuckDuckGo search API, we can give real-time web access and intelligent Q&A capability similar to New Bing to common large language models. Reuse the existing function calling function of large models to realize efficient and flexible...

This project is designed to permanently use Xcode LLM/Apple Intelligence on any Mac without having to disable System Integrity Protection (SIP) or disabling it only once. Xcode LLM is only supported on macOS 15.0 and ...

This Copilot Agents Intelligence that Microsoft CEO Indy often talks about is finally here! How strong is it? Today to feel it! Open Copilot home page, you can see the "Get Copilot Agents" button: you can see a lot of with...

Introduction The first hour of using Tana convinced me that it would be a very interesting product. On the first day, I realized that it had the potential to be similar to Notion databases, and I also experienced a silky smooth outlining experience compared to Logseq, as well as a much smoother outlining experience compared to Roam R...

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...

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...

In today's fast-paced world, keeping up with the latest news in a particular field can be challenging. What if we could harness the power of generative AI and agents to create a personalized news aggregator that runs entirely on local machines? In this paper, we will explore how we can use Ollama's l...

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 article describes installing Dify via Docker, then integrating Ollama and XInference, and utilizing Dify to quickly build a knowledge base Q&A based application. I. Introduction to Dify II. Installation of Dify III. Dif...

This is a list of the latest search engine optimization techniques. Translation of the hottest article "19 NEW SEO Techniques" on blacklinko and a second original part of the content. These strategies are in line with my 438,950 natural visitors per month...

This guide describes how to leverage Claude's advanced natural language processing capabilities to efficiently summarize legal documents, extract key information and accelerate legal research. With Claude, you can streamline contract review, litigation preparation and compliance, saving time and ensuring accuracy in the legal process. Visit us...

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...

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...

This guide describes how to utilize Claude's advanced natural language understanding capabilities to categorize customer support work orders at scale based on customer intent, urgency, priority, customer profile, and other factors. Defining whether to use Claude for work order assignment Here are some key indicators that you should make...

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...

Life Log is a time-based recording without categorization.Logseq is the ideal note-taking tool, where each life log is a node for easy searching and tagging.Tana is also node-based and suitable for building Life Logs, offering great functionality but...

If you've been intrigued by AutoGen's potential but hesitated due to its seemingly complicated setup, you're not alone. Many beginners encounter similar challenges when working with digital assistants and AI workflows. But don't worry, the latest AutoGen Studi...

Overview Features: A huge number of arranger template styles to change at will, millions of scores for you to pick, high degree of freedom in the creative process. Function: Provide fast templating work for pop music professional accompaniment arrangement. Threshold: requires a certain degree of music theory foundation, according to the chord sheet, the arrangement can be fine-tuned custom editing, support for exporting into...

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...

Getting Started - Meet Conch AI Videos Prompt Prompt is a key constructed from your inspiration and creativity that can unlock the door to the fantasy world of AI. Whether you're new to AI for the first time or a veteran who is already proficient in using AI to empower productivity through clear...

The Flux.1 model has been out for a few months now, and it can now be said to hang on to SDXL for everyday use as a flat replacement for Midjourney! Here are three open source solutions that don't require local GPU resources and enable free deployment in the cloud within minutes. Flux.1 The benefits of cloud deployment are...

Introduction Cloudflare Workers AI allows you to run machine learning models on Cloudflare's global network using serverless GPUs. You can run your machine learning models via Workers, Pages, or Cloudflare ...

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...

This article is a translation of Juan Stoppa's blog post Code Smarter, Not Harder: Developing with Cursor and Claude Sonnet. It is called an adaptation because...