Bot Framework provides the most comprehensive experience for building conversation applications.
With the Bot Framework SDK, developers can build bots that converse free-form or with guided interactions including using simple text or rich cards that contain text, images, and action buttons.
Developers can model and build sophisticated conversation using their favorite programming languages including C#, JS, and Python for developers and multi-disciplinary teams to design and build conversational experiences.
Checkout the Bot Framework ecosystem section to learn more about other tooling and services related to the Bot Framework SDK.
| C# Repo | JS Repo | Python Repo | BF CLI |
The Bot Framework SDK v4 is an open source SDK that enable developers to model and build sophisticated conversation using their favorite programming language.
C# | JS | Python | |
---|---|---|---|
Stable Release | packages | packages | packages |
Docs | docs | docs | docs |
Samples | .NET Core, WebAPI | Node.js , TypeScript, es6 | Python |
There are two ways to connect your bot to a client experience:
Client | Azure Channel | C# Adapter | JS Adapter |
---|---|---|---|
Microsoft Teams | Azure | ||
Direct Line | Azure | ||
Web Chat | Azure | Botkit | |
Skype | Azure | ||
Azure | |||
Azure | Community | Botkit | |
Slack | Azure | Community | Botkit |
Kik | Azure | ||
Telegram | Azure | ||
Line | Azure | ||
GroupMe | Azure | ||
Twilio (SMS) | Azure | Community | Botkit |
Alexa Skills | Community | Community | |
Google Actions | Community | Community | |
Google Hangouts | Botkit | ||
WebEx | Community | Botkit | |
WhatsApp (Infobip) | Community | ||
Zoom | Community | ||
RingCentral | Community | ||
Cortana | Azure | ||
Console | Community |
The following open source communities make various components available to extend your bot application, including adapters, recognizers, dialogs and middleware.
C# | JavaScript | Python | |
---|---|---|---|
Bot Framework Community | C# | JavaScript | Python |
Botkit | JavaScript |
If you have questions about Bot Framework SDK or using Azure Bot Service, we encourage you to reach out to the community and Azure Bot Service dev team for help.
See all of the available support options here.
We track functional issues and features asks for the Bot Framework SDK, tools and Azure Bot Service in a variety of locations. If you have found an issue or have a feature request, please submit an issue to the below repositories.
Item | Description | Link |
---|---|---|
SDK v4 .NET | core bot runtime for .NET, connectors, middleware, dialogs, prompts, LUIS and QnA | File an issue |
SDK v4 JavaScript | core bot runtime for Typescript/Javascript, connectors, middleware, dialogs, prompts, LUIS and QnA | File an issue |
SDK v4 Python | core bot runtime for Python, connectors, middleware, dialogs, prompts, LUIS and QnA | File an issue |
Bot Framework CLI | bot framework cli tools | File an issue |
Webchat | bot framework web chat tool | File an issue |
Azure Bot Service enables you to host intelligent, enterprise-grade bots with complete ownership and control of your data. Developers can register and connect their bots to users on Skype, Microsoft Teams, Cortana, Web Chat, and more. [Docs]
<a name="ABS-whats-new"></a>
The Bot Framework Emulator is a cross-platform desktop application that allows bot developers to test and debug bots built using the Bot Framework SDK. You can use the Bot Framework Emulator to test bots running locally on your machine or to connect to bots running remotely. [Download latest | Docs]
The Bot Framework Web Chat is a highly customizable web-based client chat control for Azure Bot Service that provides the ability for users to interact with your bot directly in a web page. [Stable release | Docs | Samples]
The Bot Framework CLI Tools hosts the open source cross-platform Bot Framework CLI tool, designed to support building robust end-to-end development workflows. The Bot Framework CLI tool replaced the legacy standalone tools used to manage bots and related services. BF CLI aggregates the collection of cross-platform tools into one cohesive and consistent interface.
Bot Framework Composer is an integrated development tool for developers and multi-disciplinary teams to build bots and conversational experiences with the Microsoft Bot Framework. Within this tool, you'll find everything you need to build a sophisticated conversational experience.
Botkit is a developer tool and SDK for building chat bots, apps and custom integrations for major messaging platforms. Botkit bots hear()
triggers, ask()
questions and say()
replies. Developers can use this syntax to build dialogs - now cross compatible with the latest version of Bot Framework SDK.
In addition, Botkit brings with it 6 platform adapters allowing Javascript bot applications to communicate directly with messaging platforms: Slack, Webex Teams, Google Hangouts, Facebook Messenger, Twilio, and Web chat.
Botkit is part of Microsoft Bot Framework and is released under the MIT Open Source license
A machine learning-based service to build natural language experiences. Quickly create enterprise-ready, custom models that continuously improve. Language Understanding Service(LUIS) allows your application to understand what a person wants in their own words. [Docs | Add language understanding to your bot]
QnA Maker is a cloud-based API service that creates a conversational, question-and-answer layer over your data. With QnA Maker, you can build, train and publish a simple question and answer bot based on FAQ URLs, structured documents, product manuals or editorial content in minutes. [Docs | Add qnamaker to your bot]
Dispatch tool lets you build language models that allow you to dispatch between disparate components (such as QnA, LUIS and custom code). [Readme]
Speech Services convert audio to text, perform speech translation and text-to-speech with the unified Speech services. With the speech services, you can integrate speech into your bot, create custom wake words, and author in multiple languages. [Docs]
Adaptive Cards are an open standard for developers to exchange card content in a common and consistent way, and are used by Bot Framework
字节跳动发布的AI编程神器IDE
Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。
全能AI智能助手,随时解答生活与工作的多样问题
问小白,由元石科技研发的AI智能助手,快速准确地解答各种生活和工作问题,包括但不限于搜索、规划和社交互动,帮助用户在日常生活中提高效率,轻松管理个人事务。
实时语音翻译/同声传译工具
Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。
一键生成PPT和Word,让学习生活更轻松
讯飞智文是一个利用 AI 技术的项目,能够帮助用户生成 PPT 以及各类文档。无论是商业领域的市场分析报告、年度目标制定,还是学生群体的职业生涯规划、实习避坑指南,亦或是活动策划、旅游攻略等内容,它都能提供支持,帮助用户精准表达,轻松呈现各种信息。
深度推理能力全新升级,全面对标OpenAI o1
科大讯飞的星火大模型,支持语言理解、知识问答和文本创作等多功能,适用于多种文件和业务场景,提升办公和日常生活的效率。讯飞星火是一个提供丰富智能服务的平台,涵盖科技资讯、图像创作、写作辅助、编程解答、科研文献解读等功能,能为不同需求的用户提供便捷高效的帮助,助力用户轻松获取信息、解决问题,满足多样化使用场景。
一种基于大语言模型的高效单流解耦语音令牌文本到语音合成模型
Spark-TTS 是一个基于 PyTorch 的开源文本到语音合成项目,由多个知名机构联合参与。该项目提供了高效的 LLM(大语言模型)驱动的语音合成方案,支持语音克隆和语音创建功能,可通过命令行界面(CLI)和 Web UI 两种方式使用。用户可以根据需求调整语音的性别、音高、速度等参数,生成高质量的语音。该项目适用于多种场景,如有声读物制作、智能语音助手开发等。
AI助力,做PPT更简单!
咔片是一款轻量化在线演示设计工具,借助 AI 技术,实现从内容生成到智能设计的一站式 PPT 制作服务。支持多种文档格式导入生成 PPT,提供海量模板、智能美化、素材替换等功能,适用于销售、教师、学生等各类人群,能高效制作出高品质 PPT,满足不同场景演示需求。
选题、配图、成文,一站式创作,让内容运营更高效
讯飞绘文,一个AI集成平台,支持写作、选题、配图、排版和发布。高效生成适用于各类媒体的定制内容,加速品牌传播,提升内容营销效果。
专业的AI公文写作平台,公文写作神器
AI 材料星,专业的 AI 公文写作辅助平台,为体制内工作人员提供高效的公文写作解决方案。拥有海量公文文库、9 大核心 AI 功能,支持 30 + 文稿类型生成,助力快速完成领导讲话、工作总结、述职报告等材料,提升办公效率,是体制打工人的得力写作神器。
OpenAI Agents SDK,助力 开发者便捷使用 OpenAI 相关功能。
openai-agents-python 是 OpenAI 推出的一款强大 Python SDK,它为开发者提供了与 OpenAI 模型交互的高效工具,支持工具调用、结果处理、追踪等功能,涵盖多种应用场景,如研究助手、财务研究等,能显著提升开发效率,让开发者更轻松地利用 OpenAI 的技术优势。
最新AI工具、AI资讯
独家AI资源、AI项目落地
微信扫一扫关注公众号