base on SDK focused on building AI based applications and extensions for Microsoft Teams and other Bot Framework channels # Welcome to the Teams AI Library v2 ## Overview Teams AI Library v2 represents a fundamental reimagining of how Teams apps and AI agents are built, while maintaining compatibility with existing botframework-based agents. This new version focuses on developer experience, simplified architecture, and enhanced AI capabilities. For a detailed explanation of the motivations and architectural decisions behind v2, please see our [WHY.md](./WHY.md) document. ### Quick start The Teams CLI makes it easy to bootstrap your first agent. First, install the CLI via NPM: ```sh npm install -g @microsoft/teams.cli@preview ``` Next, use the CLI to create your agent: ```sh teams new <typescript | csharp | python> quote-agent --template echo ``` For more information, follow our quickstart guide: [C#](http://microsoft.github.io/teams-ai/csharp/getting-started/quickstart), [Typescript](http://microsoft.github.io/teams-ai/typescript/getting-started/quickstart), [Python](http://microsoft.github.io/teams-ai/python/getting-started/quickstart) ### SDK Microsoft Teams has a robust developer ecosystem with a broad suite of capabilities, now unified via Teams AI v2. Whether you are building AI-powered agents ([TS]https://microsoft.github.io/teams-ai/typescript/in-depth-guides/ai/), [C#](https://microsoft.github.io/teams-ai/csharp/in-depth-guides/ai/), [Python](https://microsoft.github.io/teams-ai/python/in-depth-guides/ai/), Message Extensions ([TS](https://microsoft.github.io/teams-ai/typescript/in-depth-guides/message-extensions/), [C#][https://microsoft.github.io/teams-ai/csharp/in-depth-guides/message-extensions/]), [Python][https://microsoft.github.io/teams-ai/python/in-depth-guides/message-extensions/], embedded web applications, or Graph, Teams AI v2 has you covered. Here is a simple example, which responds to incoming messages with information retrieved from Graph. ```typescript import { App } from '@microsoft/teams.apps'; import { DevtoolsPlugin } from '@microsoft/teams.dev'; import * as endpoints from '@microsoft/teams.graph-endpoints'; const app = new App({ plugins: [new DevtoolsPlugin()], }); // Listen for incoming messages app.on('message', async ({ userGraph, isSignedIn, send, signin }) => { if (!isSignedIn) { await signin(); // initiates Entra login flow return; } const me = await userGraph.call(endpoints.me.get); await send(`Hello, ${me.displayName} from Earth!`); }); // Start your application (async () => { await app.start(); })(); ``` ## SDK Language Support This repository contains submodules that point to dedicated repositories for different language implementations of the SDK: - [TypeScript/JavaScript](https://github.com/microsoft/teams.ts) - [.NET](https://github.com/microsoft/teams.net) - [Python](https://github.com/microsoft/teams.py) For language-specific bugs or issues, please use the Issues tab in the respective language repository. ## Documentation For comprehensive documentation, API references, and examples, visit our [documentation site](https://microsoft.github.io/teams-ai/). ", Assign "at most 3 tags" to the expected json: {"id":"6696","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"