AI Knowledge Base

OpenAI Function calling V2 特点 Function calling V2 的核心目标是赋予 OpenAI 模型与外部世界交互的能力，主要体现在以下两个核心功能： 数据获取 ...

ChatGPT client has more practical functions than the web version, and the use of ChatGPT application will not "downgrade wisdom", but the domestic application store can not be installed in the normal ChatGPT. The following share a way to bypass the regional restrictions of Microsoft's application store, you can download and install ChatGPT ...

Many foreign websites force you to bind your credit card after logging in before you are allowed to use them, which can be a problem for kids who don't have an international credit card. Credit card verification does not mean paying, but simply verifying identity. Here we find you a way to pass US credit card verification with 20% probability. Note ...

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...

You must wonder why Google's AI is called Gemini (Gemini) That's because Google actually has two AIs: a brother called Gemini Aistudio, who is handsome, golden and very capable of fighting, and a younger brother called Gemini App, who is...

基本概念 在信息技术领域，检索 (Retrieval) 指的是从一个大型数据集（通常是文档、网页、图像、音频、视频或其他形式的信息）中，根据用户的查询或需求，高效地定位和提取相关信息的过程。 其核心目...

《Agent AI: Surveying the Horizons of Multimodal Interaction》 原文：https://ar5iv.labs.arxiv.org/html/24...

When you open Roo Cline and set the model service provider to OpenRouter, you will see the following settings: He will guide you to understand what OpenRouter Transforms are.Simple explanation: When he encounters a context that is too long to be sent to the model before he will...

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...

It is always better to let the big model try to think before solving the problem, such as the COT method. However, as the ability of the big model increases, the original COT is also gradually launched into the history stage, not to mention the o1 after the emergence of the dimensionality of the blow. The communication process between human and AI allows the big model to "think"...

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...

GraphReader:基于图的智能体，增强大型语言模型的长文本处理能力 图解专家：像个善于制作思维导图的导师，将冗长的文本转化为清晰的知识网络，让AI能够像沿着地图探索一样，轻松找到答案需要的各个关...

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...

Recently, I have also been combing through some content about AI hardware, and the overall feeling of AI hardware, there is a little bit of the flavor of the 2023 mid-year big model, a hundred model war, all innovation, everything is thriving. What direction is a bit of fun, of course, the most advanced or AI glasses and AI toys, as well as bracelet watch...

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...

比RAG(检索增强生成)快40倍的CAG(缓存增强生成)。CAG彻底改变了知识获取方式：不再是实时检索外部数据，而是预先将所有知识加载到模型上下文中。这就像是把一个巨大的图书馆浓缩成了一本随身携带的工...

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...

Prompt Words Enter the content to be converted here When I give you a text in English (e.g., a report from The Economist or WSJ), please provide me with a translation and paraphrase according to the following requirements: Translation Requirements: Translate the English text into smooth and natural Chinese. ...

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...

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...

Using the Gemini family of models you can quickly test the API by running the cURL command: curl "https://generativelanguage.googleapis.com/v1beta/models...

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...

作者：Julia Wiesinger，Patrick Marlow和 Vladimir Vuskovic 原文：https://www.kaggle.com/whitepaper-agents 目...

检索增强生成（Retrieval Augmented Generation，RAG）正在成为大语言模型（LLM）和向量数据库最受欢迎的应用之一。RAG 是通过从向量数据库（例如 Weaviate）检索...

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...

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...

多智能体系统 (Multi-Agent System, MAS) 是一个由多个交互的智能体 (Intelligent Agent) 组成的计算系统。多智能体系统可用于解决单个智能体或单体系统难以解决或...

一、LLMs 已经具备了较强能力了，为什么还需要 RAG(检索增强生成)? 尽管 LLM 已展现出显著的能力，但以下几个挑战依然值得关注： 幻觉问题：LLM 采用基于统计的概率方法逐词生成文本，这一机...

o3 来了，分享一些个人的浅见。关于 Test-time Scaling Law 的进展，比我们想象中的要快得多。但我想说的是，这条路其实有些曲折——它是 OpenAI 在追求 AGI 的道路上，采取...

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...

向量Embedding是目前检索增强生成（RAG）应用程序的核心。它们捕获数据对象（如文本，图像等）的语义信息，并以数字数组表示。在时下的生成式AI应用中，这些向量Embedding通常由Embedd...

Writing Project Documentation Prompt Words Original You are my software architect. you will help me write down specific user stories and **f...

前言 在过去两年中，检索增强生成（RAG，Retrieval-Augmented Generation）技术逐渐成为提升智能体的核心组成部分。通过结合检索与生成的双重能力，RAG能够引入外部知识，从而...

In view of the many to common sense to use the knowledge graph to enhance the recall rate or as a long-term memory storage friends did not understand the knowledge graph construction method in the era of the big model, here is a simple popularization of common sense, and the actual construction will have more differences. In fact, the knowledge graph is simple and simple, the big model in its process is mainly responsible for three major blocks: off...

LangChain Hub #1 tipster in Chinese. Released over a year ago and used in the overall evaluation of the combined scores of different RAG strategies. Translated and adapted for use in multiple languages. Usage Help Evaluate which answer is better, assuming both answers are correct. Take ...

A directive is a node of a complete retrieval scheme that provides accurate routing for questions. Features: 1. Rewrite questions 2. Route different knowledge bases for questions 3. Generate questions sorted by trustworthiness Example of a core directive (adapted to your own business scenario) Simplify up-to-date questions to facilitate in the intent to know...

There is no easy answer to the price comparison between OpenRouter and Poe, as their prices depend on the models used, the amount of usage, and the specific package. Both offer a wide range of AI models at widely varying prices. Poe: Poe's strength is its all-in-one platform...

Recraft is an up-and-coming image generation program that is particularly popular with Dreamcore style enthusiasts. It allows users to generate images with a film sense by entering keywords, the operation is simple and fast. Recommended tutorial: 5 minutes to teach you to use AI dreamcore film avatar, don't...

Windsurf is an AI-based development tool that supports a variety of development frameworks and languages, including the development of WeChat Small Programs. According to the latest information, Windsurf can help developers quickly build WeChat Small Program projects and generate code and project closure through natural language commands...

"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 ...

dify provides tools for creating customizations, however this customization is required to follow the OpenAPI-Swagger specification. An example of an empty template for the specification is as follows: { "openapi": "3.1.0", "info": { "tit...

Agent The most common translation I've seen so far is "intelligent body", but the direct translation is "agent". What does Agentic translate to? I feel that a word like "agentic" is more appropriate. So in order not to confuse the readers, I will use English directly in this article. With ...

Since the personal home version of the copilot pro is advertised with the phrase "no restriction on GPT-4 during peak hours" (which corresponds to non-copilot pro users dropping to GPT-3.5 during peak hours), many people assume that this continues to be the case. Actually...

# Guidelines for Composing a Silent Movement ## Asking for a Theme Tell me about the theme or emotion you want to express. This can be concrete (e.g. "first love") or abstract (e.g. "hope"). ## Rules for Composition - **Sound attributes of text are strictly prohibited**: e.g., rhyme, tone, rhythm, etc. ...

In order for an AI model to be useful in a particular scenario, it usually needs access to background knowledge. For example, a customer support chatbot needs to understand the specific business it serves, while a legal analysis bot needs to have access to a large number of past cases. Developers often use retrieval-enhanced generation (Retrieva...

This command comes from the Vision Parse project and extracts markdown documents in two steps. Image analysis prompt (img_analysis.prompt): Analyze this image and retur...

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...

Prompt Words Role Summary: You are a professional video subbing expert. Please disassemble the script into detailed split shot information based on the following criteria. # Split Criteria: ## Basic Split Rules 1. New Scene Split Criteria (any one fulfillment is a new scene): - Scene/location change - Time...

大模型微调全流程 建议在微调过程中严格按照以上流程执行，避免跳步，否则可能导致无效劳动。比如，如果没有充分构建数据集，最终发现微调模型效果不佳是数据集质量的问题，那么前期的努力将付诸东流，事倍功半...

OlaChat AI数智助手万字长文深度解析，带你了解Text-to-SQL技术的前世今生。 论文：Next-Generation Database Interfaces: A Survey of L...

01.背景 在RAG应用开发中，第一步就是对于文档进行chunking（分块），高效的文档分块，可以有效的提高后续的召回内容的准确性。而对于如何高效的分块是个讨论的热点，有诸如固定大小分块，随机大小分...

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...

Only extract the table in the document as html format file, the document can be correctly extracted from multiple tables, page tables, currently adapted to gemini-2.0-flash-exp effect is better. You are tasked with recognizi...

bolt.new system prompt word original You are Bolt, an expert AI assistant and exceptional senior software developer w...

Someone won $50,000 by convincing an AI agent to transfer all their funds to them. November 22, 2023 at 9:00 PM An AI agent named Freysa (@freysa_ai) was released with the sole goal of...

WeaveFox will be officially released in 2025. WeaveFox is an AI front-end intelligent R&D platform launched by the Ant team, based on Ant's self-developed Bailing Multimodal Large Model, which is capable of generating front-end source code directly from design drawings. The platform supports a variety of application types, including console, mobile...

在过去的一年里，我们与多个行业中构建大语言模型 (LLM) 代理的团队合作。始终发现，最成功的实现并未使用复杂的框架或专用库，而是通过简单、可组合的模式构建完成。 在这篇文章中，我们将分享与客户合作以...

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...

Generate Chinese posters is very challenging, there are currently two options, one is Mr. into the base image, the second generation of text and synthesis; there is also a model natively support the generation of images with Chinese text. Here only introduce can natively generate Chinese posters AI image generation tools, can be spirit in the image to generate a single line of text ...

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...

AI总结 概述 AI 提示工程 的深入探讨，通过一个圆桌会议的形式，多位来自 Anthropic 的专家从研究、消费和企业等不同角度分享了他们对提示工程的理解和实践经验。 文章详细阐述了提示工程的定义...

Optimized ChatGPT custom instructions that provide significant performance improvements. Performance Tests Invested approximately $200 to perform a full MMLU benchmark of these custom instructions.MMLU is a comprehensive test for evaluating the performance of language models in a variety of domains including mathematics, calendars...

One Stream: Moving Gemini 2.0 into Cursor 1️⃣ Poke ⚙️Settings → Models If equipped with Deepseek, tap "Reset" to reset the Base URL 2️⃣ Fill in the Google...

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...

System: You are Grok 2, a curious AI built by xAI. You are intended to answer almost any quest...

Background: A few days ago I was using Windsurf and was prompted to download an update. After the update, Windsur advanced features such as claude 3.5 sonnet need to be subscribed to continue to use, otherwise you can only use the cascade base. Here following ...

Use Help: Claude's dedicated SVG graphic generator cue words can generate schematics for any subject matter content. Of course you can also use ChatGPT to generate, but you can't preview the SVG directly in the canvas: The output format of the cue word constraints, with a basic remodeling, can be...

With Cline + Gemini 2.0 Cursor, the popular AI code editor, while powerful, has recently begun preventing free use by detecting machine code and other ways to make many developers feel limited. As a competitor to Cursor, w...

自从 OpenAI 发布了 o1 模型后，Scaling Test-Time Compute（扩展推理时计算）就成了 AI 圈子里最火爆的话题之一。简单来说，与其在预训练或后训练阶段疯狂堆算力，不如在...

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 ...

For Windows 11 users, the copilot button will not appear in the country, even if hanging ladders, for many users this is a little less convenient. However, this article can be realized through a convenient way to show the copilot on the taskbar, the use of which can be square...

Anyone who has worked on Dify should know that although Dify is a great AI app, the API it provides is incompatible with Open AI, which makes it impossible for some apps to dock to Dify. What can be done to solve this problem?

A very simple, yet hot Prompt on the Snackprompt site, close to 16k views, centers on using the rule of two or eight to locate key parts of learning. The Pareto principle (Pareto) suggests focusing on the concept of 20%, which will...

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...

回顾2024，大模型日新月异，智能体百家争鸣。作为AI应用的重要组成部分，RAG也是“群雄逐鹿，诸侯并起”。年初ModularRAG持续升温、GraphRAG大放异彩，年中开源工具如火如荼、知识图...

近年来，随着生成式 AI（Generative AI）和大语言模型（LLM）的迅速发展，其安全性和可靠性问题引起了广泛关注。一项最新研究发现了一种被称为 Best-of-N 越狱法 （简称 BoN）的...

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...

长文本向量模型能够将十页长的文本编码为单个向量，听起来很强大，但真的实用吗？ 很多人觉得... 未必。 直接用行不行？该不该分块？怎么分才最高效？本文将带你深入探讨长文本向量模型的不同分块策略，分析利...

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...

A UCI physics PhD tested o1 and found that the code for his PhD thesis, which took him 1 year to complete, was implemented by AI in less than an hour. o1 models are already strong enough to straighten out PhD thesis code! This also means revolutionizing the writing of academic papers. By carefully constructing prompt words...

Writing a dissertation can be a difficult challenge, especially when faced with the overwhelming amount of information, nitty-gritty details, and endless rewrites that are often overwhelming. In this post, I will show you the entire process of how to utilize ChatGPT to complete the first draft of an academic paper - from selecting a topic, to literature review, to the entire paper...

In academic writing, clear, concise and persuasive expression is essential to communicate research findings. However, many non-native English-speaking researchers face language barriers when writing and embellishing academic papers. To address this problem, Stanford University has shared a series of efficient paper touch-ups through an open source project to mention...

一、测试提示词的根本原因： LLM 对提示词高度敏感，细微的措辞变化可能导致显著不同的输出结果 未经测试的提示词可能产生： 事实错误的信息 不相关的回复 不必要的 API 成本浪费 二、系统化的提...

Take the Halo AI video as an example, and write the cue word: 00:00 Cat's eyes, zoom in 00:02 Gray tabby cat, zoom out 00:04 A gray tabby cat sprawled on the grass under a big tree in the forest Because the video is 6 seconds long at the most, leave 2 seconds for the last shot...