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# A2Z Perplexity Agent (MCP) 一个基于 MCP (Model Context Protocol) 的 Perplexity AI 搜索 Agent，提供强大的网络搜索和信息查询能力。 ## 功能特性 - 实时网络搜索 - 多轮对话支持 - 完整响应（包含引用和元数据） - 基于 MCP 协议，易于集成 ## 安装 ### 使用 pip \`\`\`bash pip install -r requirements.txt \`\`\` ### 使用 Poetry \`\`\`bash poetry install \`\`\` ## 配置 ### 环境变量（可选） 如果未设置环境变量，将使用默认的 API key。 \`\`\`bash export PERPLEXITY_API_KEY="your_api_key_here" \`
# GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. This gives AI agents, assistants, and chatbots the ability to read repositories and code files, manage issues and PRs, analyze code, and automate workflows. All through natural language interactions. ### Use Cases - Repository Management: Browse and query code, search files, analyze commits, and understan
This AI Agent can do complicated programming work for humans
## Playwright MCP A Model Context Protocol (MCP) server that provides browser automation capabilities using . This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. ### Key Features - **Fast and lightweight**. Uses Playwright's accessibility tree, not pixel-based input. - **LLM-friendly**. No v
# Fortune Compass Agent An AI-powered fortune telling divination Agent (ChatGPT App/MCP) that integrates traditional **Tarot**, **Zhouyi (I Ching)**, and **Guangong Oracle** into a unified digital experience. The agent performs real-world drawing logic (shuffling and orientation) and uses LLM intelligence to interpret the results. Deploy at and Live URL --- ## Divination Methods
MseeP.ai Security Assessment Special thanks to Warp, the AI terminal for developers # Playwright MCP Server ](https://smithery.ai/server/@executeautomation/playwright-mcp-server) A Model Context Protocol server that provides browser automation capabilities using Playwr
# omni-doc-assistant-agent Omni Doc Converter Agent PDF,Images,Docx,PPtX ## Description Help users to convert input files from one format to others. For example, convert a pdf file to several jpeg images. Supported documents including pdf, xlsx, docx,pptx,jpeg,png,jpg,etc.
](https://pypi.org/project/excel-mcp-server/) ](https://pepy.tech/project/excel-mcp-server) ](https://opensource.org/licenses/MIT) ](https://smithery.ai/server/@haris-musa/excel-mcp-server) ](https://cursor.com/install-mcp?name=excel-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGV4Y2VsLW1jcC1zZXJ2ZXIgc3RkaW8ifQ%3D%3D) A Model Context Protocol (MCP) server that lets you manipulate Excel files with
AI AGENT INDEX
# LongCat-Flash-Chat Tech Report ## Model Introduction We introduce LongCat-Flash, a powerful and efficient language model with 560 billion total parameters, featuring an innovative Mixture-of-Experts (MoE) architecture. The model incorporates a dynamic computation mechanism that activates 18.6B∼31.3B parameters (av
AI AGENT
# Overview RasaGPT is the first headless LLM chatbot platform built on top of and . It is boilerplate and a reference implementation of Rasa and Telegram utilizing an LLM library like Langchain for indexing, retrieval and context injection. - Resources: - Github: - Author: ](https://youtu.be/GAPnQ0qf1-E) # What is Rasa? In their own words: > Rasa is an open source (Pyt
# ️ LangServe ](https://github.com/langchain-ai/langserve/releases) ](https://pepy.tech/project/langserve) ](https://github.com/langchain-ai/langserve/issues) ](https://discord.com/channels/1038097195422978059/1170024642245832774) > [!WARNING] > We recommend using LangGraph Platform rather than LangServe for new projects. > > Please see the for more information. > > We will continue to accept b
Live helper chat ============== It's an open-source powered application that brings simplicity and usability into one place. With Live Helper Chat, you can bring live support to your site for free. http://livehelperchat.com. In a production environment, serving clients handling over chats per day with dozens of operators actively working. ](https://livehelperchat.com) ](https://apps.apple.co
APIs For OSINT This is a Collection of APIs that will be useful for automating various tasks in OSINT. ](https://github.com/dwyl/esta/issues) ](https://hits.seeyoufarm.com) Instruction for total beginners: Thank you for following me! https://cybdetective.com ## Table of contents - - - - - - - -
# DevDocs by CyberAGI Turn Weeks of Documentation Research into Hours of Productive Development Perfect For • Features • Why DevDocs • Getting Started • Scripts • Compare to FireCrawl • Discord • DevDocs Roadmap ## Technology Partners ## Perfect For ### Enterprise Software Developers Skip weeks of reading doc
--- title: "The /llms.txt file" date: 2024-09-03 author: "Jeremy Howard" description: "A proposal to standardise on using an \`/llms.txt\` file to provide information to help LLMs use a website at inference time." image: "/sample.png" --- ## Background Large language models increasingly rely on website information, but face a critical limitation: context windows are too small to handle most webs
# Awesome Zig This repository lists "awesome" projects written in Zig, maintained by . > [!IMPORTANT] > The word "awesome" does not signify stability; instead, it might suggest something is somewhat old-fashioned or lacking novelty. Hence, exercise caution. ## Contributing If you find a well-maintained library that is not yet included here, welcome to submit it via a pull request. Just be sure
# Science-based games > The list is essentially about educational based games that nailed entertainment (with a focus on scientific phenomenon). - Here is a collaborative notepad with educational/science games, i.e. games that are: * capturing parts of real scientific phenomena (including social science, medicine, etc), * actually playable (you can play them for fun, not ones *"for classroom o
# Beelzebub ](https://github.com/mariocandela/beelzebub/actions/workflows/ci.yml) ](https://github.com/mariocandela/beelzebub/actions/workflows/docker-image.yml) ](https://github.com/mariocandela/beelzebub/actions/workflows/codeql.yml) ](https://goreportcard.com/report/github.com/mariocandela/beelzebub/v3) ](https://codecov.io/gh/mariocandela/beelzebub) ](https://pkg.go.dev/github.com/mariocande
Ragbits *Building blocks for rapid development of GenAI applications* | | ](https://pypi.org/project/ragbits) ](https://pypi.org/project/ragbits) ](https://pypi.org/project/ragbits) --- ## Features ### Build Reliable & Scalable GenAI Apps - **Swap LLMs anytime** – Switch between or run . - **Type-safe LLM calls** – Use Python generics to in model interactions. - **Bring your o
# Video-Pre-Training Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos > :page_facing_up: \ :mega: \ :space_invader: (note version 1.0+ required) \ :checkered_flag: # Running agent models Install pre-requirements for . Then install requirements with: \`\`\` pip install git+https://github.com/minerllabs/minerl pip install -r requirements.txt \`\`\` > ️
# AI reads books: Page-by-Page PDF Knowledge Extractor & Summarizer The \`read_books.py\` script performs an intelligent page-by-page analysis of PDF books, methodically extracting knowledge points and generating progressive summaries at specified intervals. It processes each page individually, allowing for detailed content understanding while maintaining the contextual flow of the book. Below
](https://packt.link/algotradingpython) ## Machine Learning Summit 2025 **Bridging Theory and Practice: ML Solutions for Today’s Challenges** 3 days, 20+ experts, and 25+ tech sessions and talks covering critical aspects of: - **Agentic and Generative AI** - **Applied Machine Learning in the Real World** - **ML Engineering and Optimization** --- ## Join Our Newsletters ### DataPro *
> [!NOTE] > Brought to you by , open-source database DevSecOps platform. Add to Cursor by copying the below link to browser \`\`\`text cursor://anysphere.cursor-deeplink/mcp/install?name=dbhub&config=eyJjb21tYW5kIjoibnB4IEBieXRlYmFzZS9kYmh1YiIsImVudiI6eyJUUkFOU1BPUlQiOiJzdGRpbyIsIkRTTiI6InBvc3RncmVzOi8vdXNlcjpwYXNzd29yZEBsb2NhbGhvc3Q6NTQzMi9kYm5hbWU%2Fc3NsbW9kZT1kaXNhYmxlIiwiU
# Awesome GPT Prompt Engineering A curated list of awesome resources, tools, and other shiny things for GPT prompt engineering. Consider giving it a ⭐️ if you like it to show your support! **Table of Contents** - - - - - - - - - - - - - - - - ## Roadmaps - : Step by step guide to learning Prompt Engineering. ## Guides - : Introduction to Prompt En
](https://opensource.org/licenses/MIT) ](https://pypi.org/project/postgres-mcp/) ](https://discord.gg/4BEHC7ZM) ](https://x.com/auto_dba) ](https://github.com/crystaldba/postgres-mcp/graphs/contributors) A Postgres MCP server with index tuning, explain plans, health checks, and safe sql execution. Overview • Demo • Quick Start • Technical Notes • MCP API • Related Projects • F
# Shadow An open-source background coding agent. Designed to understand, reason about, and contribute to existing codebases. Licensed for open-source use under MIT License Sets up isolated execution environments for AI agents to work on GitHub repositories with tools to understand code, edit files, and much more. ### Agent Environment (The Shadow Realm) - GitHub repository integration with b
:speaking_head: \ | **English** \] # Knowledgeable Large Language Model Framework KnowLM is a knowledgeable Large Language Model (LLM) framework, including data processing, model pre-training, fine-tuning, augmentation and utilization with knowledge. Additionally, KnowLM provides a model zoo featuring readily accessible models like and , tailored for immediate implementa
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大家在使用可灵AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用抖音的即梦AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用快手(Kuaishou Kwai)短视频的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用小红书(Xiaohongshu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的AI问答功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎(Zhihu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用京东(JD)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用淘宝(Taobao)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用支付宝(Alipay)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用拼多多(PPD Temu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用快手(Kuaishou)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用抖音(Douyin Tiktok)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?