AI hands-on tutorials

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...

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 ...

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

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...

Vanna is a highly regarded Text2SQL open source framework that transforms natural language into SQL query statements. This article will detail how to deploy Vanna locally and configure it in conjunction with a MySQL database and Deepseek model...

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...

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...

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...

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...

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...

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...

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...).

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...

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...

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...

Introduction This section learns how to complete the installation and configuration of Ollama in macOS system, mainly divided into the following three parts: Visit the official website directly to complete the download Run Ollama Installation Enchanted a. Visit the official website directly to complete the download Visit the official website main...

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...

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...

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. ...

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 ...

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...

For DeepSeek-R1 in daily office use, directly in the official website is the best choice, if you have other concerns or special needs... If you have other concerns or special needs, you must deploy DeepSeek-R1 locally (with a one-click installer), here's a tutorial for you. If...

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...

It is possible to publish AI workflows as reusable tools (for use in Agents or Workflow) in Dify v0.6.9. This makes it possible to integrate with new agents and other workflows to eliminate duplication. Added two new ...

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...

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...

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...

Overview Live Canvas is the result of the latest image conversion technology that we have adopted. This feature quickly transforms your drawings into stunning works of art, revolutionizing the way users interact with AI to generate images. It provides an immersive and intuitive creative experience, like painting digitally...

What features does PixVerse offer? How should I use it? PixVerse currently offers three main features: Text to Video [How to generate videos from text prompts] Image to Video [How to make your images move and bring them to life] Video...

In the personal or home version of PowerPoint copilot Pro, only through manual input to create or add slides directly to the option: while in the copilot for Microsoft365 Business Edition, there are more "by file creation ...

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 ...

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 ...

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'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...

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...

Recently, many of my buddies have been using Copilot and started to feel the role and enhancement that Copilot plays in productivity tools. What is the difference between Copilot for Microsoft 365 and Copilot Pro?

1.Check the `Text to Video` tab 2.Describe and write what you want in the `Prompt` section 3.If you don't want certain content to appear in your video, write them in the `Negative Pro...

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...

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...

Introduction to workflow 1.What is a workflow? Workflow consists of multiple nodes, nodes mainly contain a large language model LLM, code blocks, do judgment logic selector, plug-ins, etc., different nodes need different information to work, each node has two sources of information, one is the reference to the previous node ...

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...

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...

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...

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...

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...

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...

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...

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...

In the process of creating images, even with the use of sophisticated text-to-picture hints, it may sometimes be necessary to fine-tune some details, as the image generation model is inherently randomized. To adjust the generated image, you can use the canvas editor. 1. Enter the Canvas Editor After generating the image...

Overview Live Generation is an addition to our family of real-time features on the Leonardo.Ai platform. It lets you instantly see images being generated and changed as you type text. You can constantly restate, rewrite and refine your ideas. About real-time generation Refinement...

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...

1. select the `Image to Video` tab 2. upload a new image, or select an existing image from your footage Two options will be displayed when the cursor is hovered over the Add Image `AddImage` block. Select a clip by clicking...

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...

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...

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 ...

Langchain Chatchat is a knowledge base enhancement solution that enables: fully localized reasoning, focusing on solving the enterprise pain points of data security protection and private domain deployment. The open source solution is licensed under the Apache License and can be commercialized free of charge without paying ...

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 ...

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...

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...

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...

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...

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...

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...

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...

This is the same Microsoft Copilot that others have sold tens of thousands of sets for $99 online, with domestic science-free GPT4 and domestic access. Essentially it's a Microsoft Copilot image deployed using an open source project. If a similar project was deployed before...

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...

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...

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...

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...

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 ...

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...

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...

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. ...

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...

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 ...

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...

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...

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...

In the era of information explosion, knowledge management has become the key to enhance personal competitiveness. No matter what industry you are in, every day you need to face a huge amount of information, documents, learning materials, how to efficiently retrieve and utilize this knowledge has become an urgent problem for everyone. Khoj, precisely to solve this...

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...

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. ...

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...

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...

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...

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...

In the age of digital content creation, ensuring the originality of work and curbing plagiarism is critical for writers, educators, and publishers. High-performance AI content review tools can now help recognize copied content, assess the unique nature of text, and enhance the quality of writing. With companies like C...

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...

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...

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...

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...

github on all kinds of fun AI projects, may be curious to run to try, but for me this kind of white people is very unfriendly, even if you look at the installation instructions to operate in the end can not run successfully, especially windows users, the need for a variety of front installation of all kinds of environments, manually install dependencies, configure...

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...

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...

ChatGPT is just one of the many chatbots that are becoming increasingly popular. We have selected for you the best artificial intelligence chatbots and writing assistants that can help you write emails, essays and thus reduce your workload significantly. Whether it's unlocking your phone through facial recognition, commanding Ale...

1. Click and enter any Generate Video Room channel. 2. type `/` and select the `/create` command from the pop-up menu. ### 3. Type anything you want to use as a `prompt`. (For example) `/c...

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...

Original article: https://blog.langchain.dev/langfriend/?t=ZMdNze4qQKvNzUMHPhQRfg LangChain is very much focused on the concept of memory, and we're used to creating sample apps...

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...

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...