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Bot Framework Composer, built on the Bot Framework SDK, is an open-source IDE for developers to author, test, provision, and manage conversational experiences. It provides a powerful visual authoring canvas enabling dialogs, language-understanding models, QnAMaker knowledge bases, and language generation responses to be authored from within one canvas and crucially, enables these experiences to be extended with code for more complex tasks such as system integration. Resulting experiences can then be tested within Composer and provisioned into Azure along with any dependent resources.

Composer is available as a desktop application for Windows, macOS, and Linux. If the desktop app is not suited to your needs, you can build Composer from source or host Composer in the cloud.

Authoring dialog experiences with a visual designer is more efficient and enables easier modeling of more sophisticated conversational experiences where context switching, interruption and more natural and dynamic conversation flows are important. More complex activities such as integrating with dependencies such as REST Web Services are best suited towards code and we provide an easy mechanism to extend Composer bots with code bringing the best of both together.

What you can do with Composer

Composer is a visual editing canvas for building bots. With Composer, you can:

Create a new bot using a template, which incorporates the Virtual Assistant capabilities directly into Composer.
Add NLU capabilities to your Bot using LUIS and/or QnA/FAQ type capabilities using QnA Maker
Author text and if needed speech variation responses for your Bot using language generation templates
Author bots in multiple languages
Test directly inside Composer using embedded Web Chat
Publish bots to Azure App Service and Azure Functions
Integrate external services such as QnA Maker knowledge base

Beyond a visual editing canvas, you can use Composer to do the following:

Import and export dialog assets to share with other developers
Package manager provides a range of reusable conversational assets and code built by Microsoft and third parties that quickly add pre-built functionality to your project.
Extend the dialog authoring canvas with Create custom actions.
Integrate Orchestrator, which is an advanced transformer model-based router that can delegate from a parent bot to skills based on a user's utterance.

Note

The nightly builds include pre-release features and may change how some operations are performed.The Composer documentation supports the latest stable release of Composer, and some aspects of the nightly builds may not work as described in the documentation.For more information about nightly builds, see Application settings. Stargate sg 1 game.

Under the hood, Composer harnesses the power of many of the components from the Bot Framework SDK. When building bots in Composer, developers will have access to:

Adaptive dialogs

Dialogs provide a way for bots to manage conversations with users. Adaptive dialogs and the event model simplify sophisticated conversation modeling enabling more natural, dynamic conversation flow, interruption and context switching. They also help you focus on the model of the conversation rather than the mechanics of dialog management. Read more in the dialog concept article.

Language Understanding (LU)

LU is a core component of Composer that allows developers and conversation designers to train language understanding models directly in the context of editing a dialog. As dialogs are edited in Composer, developers can continuously add to their bots' natural language capabilities using the .lu file format, a simple Markdown-like format that makes it easy to define new intents, entities and provide sample utterances. In Composer, you can use both Regular Expression, LUIS and Orchestrator. Composer detects changes and updates the bot's cloud-based natural-language understanding (NLU) model automatically so it is always up to date. Hot dogs horseshoes and hand grenades mods. Read more in the language understanding concept article.

Language generation (LG)

Creating grammatically correct,>

With Language Generation, you can achieve previously complex tasks easily such as:

Including dynamic elements in messages.
Generating grammatically correct lists, pronouns, articles.
Providing context-sensitive variation in messages.
Creating Adaptive Cards attachments, as seen above.
Provide speech variations for each response, including SSML modifications which are key for speech-based experiences such as telephony

QnA Maker

QnA Maker is a cloud-based service that enables you to extract question-and-answer pairs from existing FAQ-style documents and websites into a knowledge base that can be manually curated by knowledge experts. QnA Maker, once integrated into a bot, can be used to find the most appropriate answer for any given natural language input from your custom knowledge base of information.

Bot Framework Emulator

Emulator is a desktop application that allows bot developers to test and debug bots built using Composer. This tool allows for more advanced scenarios (e.g., Authentication), which Composer's integrated WebChat feature doesn't support at this time.

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Advantage of developing bots with Composer

Some of the advantages of developing bots in Composer include:

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Authoring dialogs using the visual canvas can be more conducive to a conversational design versus code and enables you to focus development efforts on more complex tasks such as system integration.
Design conversational experiences using a seamless blend of visual and code authoring.
Existing dialogs authored in code can be leveraged by a Composer-based bot
Language Generation (LG) provides the ability to create more natural, personalized responses resulting in engaging conversational experiences.
Composer streamlines your bot project's codebase and provides a more accessible visual design surface which provides a unified canvas to author dialogs, responses along with language and QnA resources.
Integrated testing within the Composer authoring experience
Azure provisioning for dependen