Teams AI Library: Empowering AI Bot Development for Microsoft Teams
Welcome to the Teams AI Library! This SDK is specifically designed to assist you in creating bots capable of interacting with Teams and Microsoft 365 applications. It is constructed using the Bot Framework SDK as its foundation, simplifying the process of developing bots that interact with Teams' artificial intelligence capabilities.
This is a diagram of the Teams-AI flow. Teams AI SDK hooks into the Teams SDK and Azure OpenAI SDK to provide a seamless experience for developers.
The SDK is currently available for JavaScript/TypeScript applications in the js folder and via the teams-ai package on NPM. We are actively developing parity for .NET, which will be available soon.
Getting Started
🖇️ Jump right in❗️ 📎
If you want to jump immediately into AI, try out the 04.ai.a.teamsChefbot sample. This sample is a simple bot that uses the OpenAI GPT model to build a Teams app. Just load it up in Visual Code and hit F5! 🎉
Start with our getting started guides
This SDK is under private preview and is subject to change. We welcome your feedback and contributions!
To get started, head over to the Getting Started Guide.
Capabilities
Teams-centric component scaffolding
For examples of the below, browse through the JS folders. Simple scaffolding for any conversational app component, including:
- Chat bots
- Message Extensions
- Link unfurling
- Adaptive Cards
Natural Language Modelling
The SDK is built to leverage OpenAI Large Language Models so you don't have to create your own. This saves you the complexity of processing natural language, and allows your users to talk to your app with their own words.
Prompt Engineering
With a simple text file written in human language, you can describe the functionality of your app to cue OpenAI to focus on the right user intentions and provide relevant responses.
Moderation
A configurable API call to filter inappropriate content for input content, output content, or both. (See OpenAIModerator.ts)
Predictive Engine to Map Intents to Actions
Leveraging provided prompts and topic filters, it's simple to create a predictive engine that detects user intents and map them to relevant app actions, where you can focus your business logic. These actions are even possible to chain together to make building complex workflows easy.
Conversational Session History
The state of your user's session is not lost, allowing conversations to flow freely and arrive quickly at right outcome.
Localization
Because OpenAI's models are trained on the open internet, they're tuned to any language, saving you the cost of localization.
LLM modularity
While the SDK handles OpenAI's GPT models out of the box, you can choose to swap to the LLM of your choice without touching any of your conversational app code.
License
This SDK is licensed under the MIT License. This SDK includes tools to use APIs provided by third parties. These APIs are provided under their own separate terms.
- OpenAI API. Use of the OpenAI API requires an API key, which can be obtained from OpenAI. By using this SDK, you agree to abide by the OpenAI API Terms of Use and Privacy Policy. You can find them at OpenAI Terms of Use
- Azure OpenAI Service. Use of the Azure OpenAI API requires an API key. By using this SDK, you agree to abide by the Azure OpenAI API terms. You can find them at Azure OPENAI TOS, and associated documentation at Azure Cognitive Services.
Contributing
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
For more details, see ./CONTRIBUTING.md.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.
Accessing daily builds
Please see Daily Builds for instructions on how to access daily builds.
Download Details:
Author: Microsoft
Official Github: https://github.com/microsoft/teams-ai
License: MIT
