base on An AI-powered automation SDK can control the page, perform assertions, and extract data in JSON format using natural language. <p align="center"> <img alt="Midscene.js" width="260" src="https://github.com/user-attachments/assets/bff5e76f-ea5c-42b7-bd12-0143a04671cf"> </p> <h1 align="center">Midscene.js</h1> <div align="center"> English | [简体中文](./README.zh.md) | [日本語](./README.ja.md) </div> <p align="center"> Joyful UI Automation </p> <p align="center"> <img src="https://img.shields.io/npm/v/@midscene/web?style=flat-square&color=00a8f0" alt="npm version" /> <img src="https://img.shields.io/npm/dm/@midscene/web.svg?style=flat-square&color=00a8f0" alt="downloads" /> <img src="https://img.shields.io/badge/License-MIT-blue.svg?style=flat-square&color=00a8f0" alt="License" /> </p> Midscene.js is an AI-powered automation SDK can control the page, perform assertions, and extract data in JSON format using natural language. <p align="center"> <video src="https://github.com/user-attachments/assets/c9f1e7fa-9834-45ba-8e3b-c3fdc1f7e5bb" controls /> </p> ## Features ✨ - **Natural Language Interaction 👆**: Describe the steps, and let Midscene plan and control the user interface for you - **Understand UI, Answer in JSON 🔍**: Provide prompts regarding the desired data format, and then receive the expected response in JSON format. - **Intuitive Assertion 🤔**: Make assertions in natural language; it’s all based on AI understanding. - **Out-of-box LLM 🪓**: It is fine to use public multimodal LLMs like GPT-4o. There is no need for any custom training. - **Visualized Report 🎞️**: With our visualized report file, you can easily understand and debug the whole process. - **Brand New Experience! 🔥**: Experience a whole new world of automation development. Enjoy! ## Resources 📄 * [Home Page: https://midscenejs.com](https://midscenejs.com/) * [Quick Experience By Chrome Extension](https://midscenejs.com/quick-experience.html) * [API Reference](https://midscenejs.com/api.html) * [Automate with Scripts in YAML](https://midscenejs.com/automate-with-scripts-in-yaml.html) * [Integrate with Puppeteer](https://midscenejs.com/integrate-with-puppeteer.html) * [Integrate with Playwright](https://midscenejs.com/integrate-with-playwright.html) * [Customize Model and Provider](https://midscenejs.com/model-provider.html) ## License Midscene.js is [MIT licensed](https://github.com/web-infra-dev/midscene/blob/main/LICENSE). ", Assign "at most 3 tags" to the expected json: {"id":"12524","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"