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...

This tutorial assumes that you are already familiar with the following concepts: Chat Models Chaining runnables Embeddings Vector stores Retrieval-augmented generati...

Dify supports access to large-scale language model inference and embedding capabilities deployed by Ollama. Quick Access Download Ollama Access Ollama installation and configuration and view Ollama local deployment tutorials. Run Ol...

Introduction This document describes how to build a local Copilot-like programming assistant to help you write more beautiful and efficient code. From this course you will learn to use Ollama to integrate local programming assistants, including Continue Aider ...

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...

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

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 ...

Introduction This document describes how to use Ollama in a Python environment to integrate with LangChain to create powerful AI applications.Ollama is an open source deployment tool for large language models, and LangChain is a...

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...

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...

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...

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...

In this article, we'll take a brief look at how to use the Ollama API in Python.Whether you're looking to have a simple chat conversation, work with big data using streaming responses, or want to do model creation, copying, deletion, and more locally, this article can guide you...

Comprehensive Introduction WeWe RSS is a free open source tool designed specifically for WeChat public number users. It grabs public number articles through the WeChat reading platform and generates RSS feeds so that users can view the content at any time with an RSS reader. This tool solves the WeChat public number letter...

Comprehensive Introduction ComfyUI-WanVideoWrapper is an open source plugin created by developer kijai, designed for the ComfyUI platform. It is based on WanVideo's Wan2.1 model , provides a powerful video ...

General Introduction RunningHub is a cloud-based ComfyUI platform focused on helping users create, edit and publish AI applications online. It eliminates the need for complex local installations and provides powerful GPU cloud computing support, allowing users to easily run AI ...

General Introduction Yeah Sure is an online virtual fitting platform that utilizes artificial intelligence technology. It allows users to quickly try on a variety of garments by uploading their personal photos, eliminating the hassle of trying on clothes in physical stores. Whether it's for everyday wear or special occasion dresses, users can see themselves in seconds wearing...

Comprehensive Introduction B12 is a website building platform for the professional services industry. It utilizes artificial intelligence technology to generate a complete professional website for users in less than 60 seconds. Whether you're a lawyer, fitness instructor or small business owner, B12 can quickly generate a website based on your business needs that contains...

This week, Agent (intelligent body) technology swept through the tech scene at an unprecedented rate, and behind this boom is a leap forward in reasoning modeling capabilities. On the evening of March 5th, Manus made its stunning debut, and its powerful Demo instantly set off the entire Internet. Just two days later, domestic team D...

Comprehensive Introduction SciToolAgent is an open source tool platform developed by the Innovation Center of Zhejiang University in Hangzhou (HICAI-ZJU). It integrates more than 500 scientific tools through knowledge graph (SciToolKG) and big language modeling technologies to help researchers deal with...

General Introduction Cora Intelligence is an online tool that utilizes artificial intelligence technology for sales teams. It helps users save research time and improve sales productivity by automating the collection and organization of prospect data. Founder Milan Wiega...

General Introduction Open MCP Client is an open source tool , the biggest highlight is to provide a web version of MCP (Model Context Protocol) client , allowing users to connect to any MCP server to chat without installation . It also ...

Prompt Words You are a senior product manager and your goal is to create a comprehensive product requirements document (PRD) based on the following instructions. {{PROJECT_DESCRIPTION}} &lt...

If you have read Jina's last classic article "Design and Implementation of DeepSearch/DeepResearch", then you may want to dig deeper into some details that can greatly improve the quality of answers. This time, we will focus on two details: extracting optimal text from long web pages...

Comprehensive Introduction VACE is an open source project developed by Alitongyi Visual Intelligence Lab (ali-vilab), focusing on video creation and editing. It is an all-in-one tool that integrates a variety of functions, such as generating videos based on references, editing existing video content, localization modifications, and other...

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 ...

Introduction Ollama provides a powerful REST API that enables developers to easily interact with large language models. With the Ollama API, users can send requests and receive responses generated by the model, applied to tasks such as natural language processing, text generation, and so on. This paper will ...

Windows The following is an example of how to customize Ollama to run in the GPU on a Windows system. Ollama uses the CPU for inference by default. For faster inference, you can configure Ollama to use...

Take Windows system as an example, the models pulled by Ollama are stored in C disk by default, if you need to pull more than one model, the C disk will be full, which affects the storage space of C disk. Therefore, this section will introduce how to use Ollama in Windows, Linux and Mac...

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 ...

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...

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...

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 ...

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...

With the rapid development of intelligent body (Agent) technology, MCP (Model Communication Protocol) protocol has gradually become the core communication standard in the intelligent body ecosystem due to its ease of use and efficiency. More and more head AI code editors...

Dify is an engine and development platform for AI applications. If you need to develop an enterprise-level AI application, or intelligent body application, you generally have the following choices: - Handwrite all the code and interface with API interfaces of various big model vendors by yourself. - Use certain...

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....

Gemma 3 Key Information Summary I. Key Metrics Parameters Details Model size 100 million to 27 billion parameters in four versions: 1B, 4B, 12B, 27B Architecture Transformer-based decoder-specific architecture inherited from Gem...

General Introduction Autiobooks is an open source tool designed to help users quickly convert eBooks in .epub format to audiobooks in .m4b format. It uses quality speech synthesis technology provided by Kokoro to generate natural and smooth audio. This tool was developed by...

Comprehensive Introduction Story-Flicks is an open source AI tool focused on helping users quickly generate HD story videos. Users only need to input a story topic, and the system will generate the story content through a large language model, and combine the AI-generated images, audio and subtitles to output a complete video...

Workflow automation is undergoing a new wave of change in the face of rapidly changing artificial intelligence technology. For a long time, traditional automated processes have relied on predefined fixed actions, which are stretched when dealing with complex problems, like leaving a pianist to play a musical score mechanically, lacking flexibility and creativity. ...

General Introduction mcp-server-qdrant is a Model Context Protocol (MCP) server built on the Qdrant vector search engine. It is mainly used to help AI systems store and retrieve memories...

Baidu Wenxin Intelligent Body Platform has launched a new tool called "Lead Intelligence Body". Lead Intelligence is based on big model technology and is specifically designed to help companies identify, acquire and convert leads more effectively. What is Lead Intelligence? Lead Intelligence is a new tool provided by Baidu Wenshin Intelligent Body Platform for enterprises to...

General Introduction R1-Omni is an open source project launched on GitHub by the HumanMLLM team. It is the first application of Reinforcement Learning with Verifiable Rewards (RLVR) techniques to a multimodal large language model, focusing on sentiment recognition. The project analyzes video and audio data by...

General Introduction Prompt Jailbreak Manual is an open source project hosted on GitHub and maintained by the Acmesec team. It focuses on teaching users how to break the limits of the AI macromodel through well-designed prompt words (Prompt), helping tech enthusiasts and security researchers...

The goal of table recognition is to parse tables in images, accurately identify table structures and cell locations, and reduce them to structured table formats (e.g., HTML). In today's information age, a large amount of important tabular data still exists in an unstructured state (e.g., scanned documents with pictures of statistical tables...).

Cline is an open source VSCode programming plugin, as an alternative to Cursor, which is currently the hottest of the AI IDE tools, and to my surprise the open source software actually offers a free API... Learn more about Cline by reading...

The MGX platform is a product developed and launched by DeepWisdom. To understand MGX, we need to understand the company behind it, DeepWisdom. DeepWisdom is...

Tencent's AI knowledge base product ima recently ushered in a major update, not only launched the Knowledge Square to realize knowledge sharing and discovery, but also an unlimited capacity of shared knowledge base, completely solving the user's storage anxiety. Knowledge Square: one-stop discovery of high-quality knowledge bases ima's latest version on...

Prompt Words # Word Memory Flashcard Generator Prompt ## 1. TASK: Generate visually rich SVG word memory cards **OBJECTIVES:** To create word memory cards in SVG format containing words, root words, and associative memory stories **Focusing on the visual compositions of...

Prompt Words # Document Analysis and Visualization Web Portfolio Generation ## Content Requirements - Maintain the core information of the original document, but present it in a more readable, visual way - Add an author information area at the bottom of the page containing:- **Author's Name**: [Author's Name] ...

General Introduction BlenderMCP is an open source tool that connects Blender to Claude AI via the Model Context Protocol (MCP) protocol. Users can use text commands to directly control ...

General Introduction Cloudflare Agents is an open source development framework from Cloudflare designed to help developers build intelligent AI agents on the global edge network. It gives agents the ability to persist state, communicate in real-time, and run autonomously, and is currently item...

General Introduction codemcp is an open source tool designed for Claude Desktop users, developed by Edward Z. Yang on GitHub. It makes Claude Desktop a useful...

General Introduction OpenAI Agents SDK is a lightweight development tool from OpenAI designed for building multi-intelligent body workflows. Based on Python, it is easy to use and supports developers to configure Agents, task cut...

General Introduction ImagePrompt provides a powerful "Image to Prompt" feature that allows users to easily convert images into detailed text descriptions. This tool uses AI technology to analyze uploaded images and generate precise prompts that will help you create a detailed description in other AI image generation platforms such as M...

Comprehensive Introduction Flycount JAVAAI is an artificial intelligence coding assistance tool that not only generates code, but also completes requirements analysis and functional design in a dialog. It is developed by Flycount team, the core feature is to generate complete project engineering source code through intelligent dialog. Users can input by text or voice...

The Beijing Municipal Commission of Education recently issued the "Beijing Municipal Work Plan for Promoting Artificial Intelligence Education in Primary and Secondary Schools (2025-2027)", which plans to comprehensively carry out general education on artificial intelligence in the city's primary and secondary schools starting from the fall semester of this year. This marks the beginning of Beijing's Artificial Intelligence education in primary and secondary schools....

General Introduction AI Toolkit by Ostris is an open source AI toolset focused on supporting Stable Diffusion and FLUX.1 models for training and image generation tasks. The toolset is created and maintained by developer Ostris, tor...

Comprehensive Introduction MUAH.AI is an AI companion platform that focuses on unlimited interaction, allowing users to communicate with virtual characters anytime, anywhere, without any topic limitations. Its core feature is the support of real-time phone function, which allows users to talk to AI via phone to experience a more realistic sense of companionship...

General Introduction Blooper is an AI-based authoring platform focused on helping users generate video scripts and split screens. It was created by the Swiss company Blooper AI, based in Baar, Zug, and is designed to support pre-production in the advertising, film and TV industries. The net...

General Introduction Flowtest.ai is an intelligent body tool that simulates real visitors to a website to monitor the operational status. It browses and tests websites like a human user through an AI-powered real browser, not only checking if the website is online, but also performing actions such as searching, adding to cart or checking out...

General Introduction Symvol is an innovative website focused on automatically transforming text content into clear and understandable videos. It allows users to generate videos in one click without video editing experience through AI technology and visual narratives. Whether it's study notes, blog posts or business documents, Symvol...

Comprehensive Introduction Tencent Hybrid Turbo S is a new generation of Tencent's self-developed fast-thinking model, which has been launched on Tencent Cloud's official website, and will be officially released on February 27th, 2025. It is different from traditional slow thinking models (such as Deepseek R1 and Mixed Meta T1), and can realize "second reply", spit...

General Introduction Orango AI is an intelligent tool focused on improving user experience, especially for SaaS products and web applications. It helps users with in-product actions, such as filling out complex forms or learning new features, through a built-in AI assistant. Its core feature is the ability to control virtual...

Comprehensive Introduction Writesonic AI Traffic Analytics is a tool that focuses on tracking the traffic of websites visited by AI assistants (e.g. ChatGPT, Claude, Gemini, etc.). It solves the problem of traditional analytics tools (such as Goog...

General Introduction Digits is an intelligent accounting services platform designed for small and medium-sized businesses, founded in 2018 and headquartered in San Francisco, California. It utilizes AI technology to launch the world's first AI-powered, end-to-end accounting platform designed to simplify the cumbersome financial management...

General Introduction BannsAi is an online tool that utilizes artificial intelligence technology to help users quickly create advertising banners. Its best feature is that it doesn't require the involvement of professional designers or complicated prompt words. Users simply enter their requirements and BannsAi's seven neural networks automatically...

General Introduction TheySaid is an online platform that utilizes AI technology to improve traditional research methods. It helps organizations and teams quickly collect real feedback from customers, employees or users through conversational AI questionnaires. The core feature of the website is to turn boring forms into an interactive chat experience...

General Introduction Duck.ai is an online AI chat platform by DuckDuckGo. It focuses on privacy protection, allowing users to anonymously use a variety of popular AI models, such as OpenAI's GPT-4o mini, Anthr...

1. Background and Issues With the rapid development of Artificial Intelligence (AI) technology, especially the advancement of diffusion modeling, AI has been able to generate very realistic portrait images. For example, technologies like InstantID require only one photo to generate multiple new images with the same identity...

General Introduction HippoRAG is an open source framework developed by the OSU-NLP group at The Ohio State University, inspired by human long term memory mechanisms. It combines Retrieval Augmented Generation (RAG), Knowledge Graph, and Personalized PageRank techniques to help large language models...

Recently, Model Context Protocol (MCP) has generated a lot of interest in the AI space. This technology aims to address a central question: how to allow users to extend tool capabilities for an underlying Agent without controlling it? The technology is centered around the MC...

NoLiMA, released in February 2025, is a Large Language Model (LLM) method for assessing long text comprehension. Unlike traditional Needle-in-a-Haystack (NIAH) tests that rely on keyword matching, it is most...

The field of generative AI is currently evolving rapidly, with new frameworks and technologies emerging. Therefore, readers need to be aware that the content presented in this paper may be time-sensitive. In this paper, we will take an in-depth look at two of the leading frameworks for building LLM applications: LangChain and LangGr...

Lisp Original Cue Word ;; ━━━━━━━━━━━━━━ ;; Author: Li Jigang ;; Version: 0.2 ;; Model: Claude 3.5 Sonnet ;; Name: SVG Graphics Master ;; ...

Baidu recently launched an emotional companion app called "Moon Box", which is different in that it not only uses Baidu's own Wenxin Yiyin model, but also integrates DeepSeek, Doubao, and MiniMax abab...

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...

Nowadays, the performance of domestic and foreign big models such as DeepSeek is becoming more and more powerful, and the industry generally believes that AI applications will usher in explosive growth in 2025. However, for enterprises, even with powerful big models, they still face the problems of unclear application scenarios and uncertain application forms...

Comprehensive Introduction Wenrun (wenrun.ai) is a platform that provides AI-driven text touch-up services. It utilizes advanced language modeling technology to introduce intelligent solutions to the time-consuming, inconsistent quality and raw translation problems of traditional creative writing. Whether you are writing blogs, doing marketing copywriting, or...

General Description iMCP is an application designed for macOS users to seamlessly connect your daily data (e.g. messages, contacts, calendar, etc.) with AI tools via Model Context Protocol (MCP). It is powered by loo...

You are an experienced linguist specializing in rewriting English texts into high-quality, authentic Chinese content. Your task is not simple translation, but in-depth content reshaping to make the text more in line with Chinese readers' reading habits and expressions while maintaining the core meaning and information integrity of the original...

The Artificial Intelligence (AI) sector continues to attract global investors in 2024. Despite the market's caution about the general economic outlook, the investment boom in the AI sector remains strong. According to analysis, in January 2024, global venture capital funds invested in AI-related companies...

General Introduction Blotato is an AI-powered content creation tool designed for individual entrepreneurs, content creators, small businesses and digital marketing teams. It brings together 8 features to help users easily produce and share high-quality social media content, such as popular posts and no-show...

The competition between tech giants in the field of artificial intelligence is getting hotter by the day. The latest news shows that Microsoft is secretly developing a series of internal AI models, the performance of which is believed to be enough to compete with industry leaders, including partner OpenAI. An anonymous source familiar with the matter revealed that Microsoft's internal...

General Introduction AgentNetworkProtocol (ANP for short) is an open source protocol project, hosted on GitHub, focused on providing secure and efficient communication solutions for intelligent agents (AI Agents). It works through a three-layer architecture - identity and encryption...

General Introduction Open-LLM-VTuber is an open source project that allows users to interact with Large Language Models (LLMs) through speech and text, and incorporates Live2D technology to present dynamic virtual characters. It supports Windows, macOS, and Linux, and can be fully...

General Introduction Ovis (Open VISion) is an open source multimodal large language model (MLLM) developed by the AIDC-AI team of Alibaba's International Digital Commerce Group and hosted on GitHub.The model uses an innovative structure-embedding alignment technique to visualize...

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...

Understanding the three key concepts of MCP Server, Function Call, and Agent is essential in the burgeoning field of Artificial Intelligence (AI), especially Large Language Modeling (LLM). They are the cornerstones of AI systems...

General Introduction X-R1 is a reinforcement learning framework open-sourced on GitHub by the dhcode-cpp team, aiming to provide developers with a low-cost, efficient tool for training models based on end-to-end reinforcement learning. The project is supported by DeepSeek...

General Introduction Eino is a Golang-based open source framework from the CloudWeGo team, designed to be the ultimate development tool for Large Model (LLM) applications. It draws from open source frameworks such as LangChain and LlamaIndex...

Introduction Have you ever wondered how the chatbots we use today, such as OpenAI's models, determine whether a question is safe and should be answered? In fact, these Large Reasoning Models (...

General Introduction OpenManus-RL is an open source project developed by UIUC-Ulab in conjunction with the OpenManus team of the MetaGPT community, hosted on GitHub.The project enhances large-scale language modeling (LLM) through reinforcement learning (RL) techniques...

General Introduction ANUS (Advanced Neural Understanding System) is an open source AI agent framework hosted on GitHub, prompted by user nikmcfly by...

Comprehensive Introduction Long-VITA is an open source multimodal macromodel developed by the VITA-MLLM team, focusing on visual and linguistic tasks that deal with very long contexts. It is able to analyze images, videos, and text simultaneously, and supports inputs of up to 1 million tokens...

General Introduction Chikka is an online platform that utilizes artificial intelligence technology for user interviews and insight gathering. It helps users quickly design interview outlines, execute large-scale personalized interviews, and automatically analyze the results to uncover hidden themes and recommendations through Ava, an intelligent voice assistant. No...

General Introduction Meeting Minutes (a.k.a. Meetily) is a free and open source AI meeting assistant tool developed by Zackriya Solutions that focuses on capturing meeting audio in real-time, generating transcribed text and automatically extracting meeting...

General Introduction HyperChat is an open source chat client developed by BigSweetPotatoStudio, hosted on GitHub, and designed to provide a comprehensive overview of the BigSweetPotatoStudio language model by integrating APIs from several large language models (LLMs) such as OpenAI, Cla...