Trendshift - Ask AI

base on Turn any website into clean data pipelines & structured APIs in minutes! <h2 align="center"> <div> <a href="https://www.maxun.dev/?ref=ghread"> <img src="/src/assets/maxunlogo.png" width="70" /> Maxun </a> </div> Transform the Web into Structured Intelligence </h2> ✨ Turn any website into clean, contextualized data pipelines for your AI applications ✨ Maxun is the easiest way to extract web data with no code. The modern open-source alternative to BrowseAI, Octoparse and similar tools. <a href="https://app.maxun.dev/?ref=ghread">Go To App</a> • <a href="https://docs.maxun.dev/?ref=ghread">Documentation</a> • <a href="https://www.maxun.dev/?ref=ghread">Website</a> • <a href="https://discord.gg/5GbPjBUkws">Discord</a> • <a href="https://www.youtube.com/@MaxunOSS?ref=ghread">Watch Tutorials</a> <a href="https://trendshift.io/repositories/12113" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12113" alt="getmaxun%2Fmaxun | Trendshift" style="width: 250px; height: 55px; margin-top: 10px;" width="250" height="55"/></a> ## What is Maxun? Maxun helps you transform websites into structured APIs, clean markdown for AI workflows, and production-ready data pipelines — all in minutes. ### Ecosystem 1. **[Extract](https://docs.maxun.dev/category/extract)** – Emulate real user behavior and collect structured data from any website. No code required. * **[Recorder Mode](https://docs.maxun.dev/robot/extract/robot-actions)** - Record your actions as you browse; Maxun turns them into a reusable extraction robot. * **[AI Mode](https://docs.maxun.dev/robot/extract/llm-extraction)** - Describe what you want in natural language and let LLM-powered extraction do the rest. 2. **[Scrape](https://docs.maxun.dev/robot/scrape/scrape-robots)** – Convert full webpages into clean Markdown or HTML and capture screenshots. Ideal for AI workflows, agents, and document processing. No code required. 3. **[SDK](https://docs.maxun.dev/sdk/sdk-overview)** – A complete developer toolkit for scraping, extraction, scheduling, and end-to-end data automation. Whether you prefer browsing through a website or integrating automation into your codebase, Maxun adapts to your workflow. ## How Does It Work? Maxun uses web robots to power everything you can do on the platform. There are two types of robots, each designed for a different job. ### 1. Extract Robots **Extract robots emulate real user behavior and capture structured data.** Choose how to build them ### a. Recorder Mode: Record your actions as you browse - Build robots visually by browsing like a human. - Perfect for structured, deterministic data extraction. ### Example: Extract 10 Property Listings from Airbnb [https://github.com/user-attachments/assets/recorder-mode-demo-video](https://github.com/user-attachments/assets/c6baa75f-b950-482c-8d26-8a8b6c5382c3) ### b. LLM Extraction (Beta): Describe what you want in plain language - Use natural language to define extraction patterns. - Works with closed source & open source LLMs. Get Started with LLM Extraction: https://docs.maxun.dev/robot/extract/llm-extraction ### Example: Extract Names, Rating & Duration of Top 50 Movies from IMDb https://github.com/user-attachments/assets/f714e860-58d6-44ed-bbcd-c9374b629384 ### Core capabilities - Extract from any website, including behind logins - Convert sites into APIs, spreadsheets, and workflows - Scale extractions and run on schedules or via API - Handle infinite scrolling and pagination - Auto-adapt to website layout & structural changes ### 2. Scrape Robots **Built for clean content and AI workflows.** - Get clean HTML and LLM-ready Markdown from any website - Remove scripts, styling, ads, and clutter automatically - Perfect for RAG systems, AI summarization, embeddings, and content pipelines - Ideal for feeding clean data to LLMs ### Example: Scrape GitHub Trending Repositories in clean Markdown format https://github.com/user-attachments/assets/c774cbd4-5a85-45b7-b41f-128ee570eae6 ## Quick Start ### Getting Started The simplest & fastest way to get started is to use the hosted version: https://app.maxun.dev. You can self-host if you prefer! ### Installation Maxun can run locally with or without Docker 1. [Setup with Docker Compose](https://docs.maxun.dev/installation/docker) 2. [Setup without Docker](https://docs.maxun.dev/installation/local) 3. [Environment Variables](https://docs.maxun.dev/installation/environment_variables) 4. [SDK](https://github.com/getmaxun/node-sdk) ### Upgrading & Self Hosting 1. [Self Host Maxun With Docker & Portainer](https://docs.maxun.dev/self-host) 2. [Upgrade Maxun With Docker Compose Setup](https://docs.maxun.dev/installation/upgrade#upgrading-with-docker-compose) 3. [Upgrade Maxun Without Docker Compose Setup](https://docs.maxun.dev/installation/upgrade#upgrading-with-local-setup) ## Sponsors <table> <tr> <td width="229"> <a href="https://www.lambdatest.com/?utm_source=maxun&utm_medium=sponsor" target="_blank"> <img src="https://github.com/user-attachments/assets/904dd40e-0498-47dd-98f1-7fa6d318adb9" /> LambdaTest </a> GenAI-powered Quality Engineering Platform that empowers teams to test intelligently, smarter, and ship faster. </td> </tr> </table> ## Features - ✨ **Extract Data With No-Code** – Point and click interface - ✨ **LLM-Powered Extraction** – Describe what you want; use LLMs to scrape structured data - ✨ **Developer SDK** – Programmatic extraction, scheduling, and robot management - ✨ **Handle Pagination & Scrolling** – Automatic navigation - ✨ **Run Robots On Schedules** – Set it and forget it - ✨ **Turn Websites to APIs** – RESTful endpoints from any site - ✨ **Turn Websites to Spreadsheets** – Direct data export to Google Sheets & Airtable - ✨ **Adapt To Website Layout Changes** – Auto-recovery from site updates - ✨ **Extract Behind Login** – Handle authentication seamlessly - ✨ **Integrations** – Connect with your favorite tools - ✨ **MCP Support** – Model Context Protocol integration - ✨ **LLM-Ready Data** – Clean Markdown for AI applications - ✨ **Self-Hostable** – Full control over your infrastructure - ✨ **Open Source** – Transparent and community-driven ## Use Cases Maxun can be used for various use-cases, including lead generation, market research, content aggregation and more. View use-cases in detail here: https://www.maxun.dev/#usecases ## Note This project is in early stages of development. Your feedback is very important for us - we're actively working on improvements. </a> ## License This project is licensed under <a href="./LICENSE">AGPLv3</a>. ## Support Us Star the repository, contribute if you love what we’re building, or [sponsor us](https://github.com/sponsors/amhsirak). ## Contributors Thank you to the combined efforts of everyone who contributes! <a href="https://github.com/getmaxun/maxun/graphs/contributors"> <img src="https://contrib.rocks/image?repo=getmaxun/maxun" /> </a> ", Assign "at most 3 tags" to the expected json: {"id":"12113","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"

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