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# Notice: This repo has moved to [Azure-Samples](https://github.com/azure-samples/cognitive-services-language-understanding).
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## LUIS Samples
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Welcome to the Language Understanding ([LUIS](https://azure.microsoft.com/en-us/services/cognitive-services/language-understanding-intelligent-service/)) samples repository. LUIS allows your application to understand what a person wants in their own words. LUIS uses machine learning to allow developers to build applications that can receive user input in natural language and extract meaning from it.
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### Create your Azure LUIS service
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Use the `Deploy to Azure` button to quickly create an Azure LUIS service. You get one free LUIS service per account. The free service has a sku of `F0`. The basic tier has a sku of `S0`.
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[](https://azuredeploy.net/)
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### Examples by language
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|Example| CSharp | Java | Node.js | Javascript | Python | PHP | Ruby| JSON | GO |
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| -- | :--: | :--: | :--: | :--: | :--: | :--: | :--: | :--: | :--: |
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|[Create and customize a LUIS app (Authoring)](https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/tree/master/LUIS/Authoring)| ✔ | | ||||||
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|[Predict user utterances (Runtime)](https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/tree/master/LUIS/Runtime)| ✔ | | ||||||
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|[Build app programmatically](examples/build-app-programmatically-csv) | | |✔|||||||
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|[Upload utterances from query log](./examples/demo-upload-example-utterances/demo-Upload-utterances-from-querylog) | | |✔|||||||
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|[Upload utterances from exported app](./examples/demo-upload-example-utterances/demo-upload-utterances-from-exported-luis-app/) | | |✔|||||||
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|**[Quickstarts: Change model](./documentation-samples/quickstarts/change-model/)** |  |  |  |  |  |  |  |||
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|**[Quickstarts: Analyze text](./documentation-samples/quickstarts/analyze-text/)** |  |  |  |  |  |  |  |||
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|[Azure function to LUIS endpoint](./examples/azure-function-endpoint/) | ✔ |||||||||
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|[Backup all apps in Subscription](./examples/backup/) | | |✔|||||||
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|[Add list entity](./documentation-samples/tutorial-list-entity/) | | |✔|||||||
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|[*Notes app sample ](./examples/notes-app/) | ✔ | |  ||||||
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|[App model definition - Bookflight](./documentation-samples/Examples-BookFlight/) |||||||| ✔ ||
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|[App model definition - Colors](./documentation-samples/Examples-Colors/) |||||||| ✔ ||
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|[App model definition - IoT](./documentation-samples/examples-IoT) |||||||| ✔ ||
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|[Phrase lists](./examples/phrase_list) | | ||||||✔||
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|[Bing Spell Check](./examples/bing-spell-check) | | ||✔||||||
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|[Azure function with application insights](./examples/azure-function-application-insights-endpoint) |✔ | ||||||||
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|[Download query log asynchronously](./examples/async-query-log/nodejs/)|||✔|||||||
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|[Get region from app ID and subscription key](./documentation-samples/find-region/)|✔||✔|||||||
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|[*Bot Integration sample - hotel finder](./bot-integration-samples/hotel-finder/) | ✔ | | ✔ ||||||
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|[Bot Integration sample - HomeAutomation](./documentation-samples/tutorial-web-app-bot) | ✔ | | ✔ ||||||
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|[Bot Integration sample - HomeAutomation & Application Insights](./documentation-samples/tutorial-web-app-bot-application-insights) | ✔ | | ✔ ||||||
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|[Bot Integration sample - <br>Study Bot](https://github.com/Azure-Samples/cognitive-services-studybot-csharp) | ✔ | | ||||||
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\* = example demonstrates complete cycle: create, train, publish, query
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### Examples by usage
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|Example|Demonstrates|
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|--|--|
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|[Create and customize a LUIS app (Authoring)](https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/tree/master/LUIS/Authoring) |Uses the LUIS SDK to create then customize an app |
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|[Predict user utterances (Runtime)](https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/tree/master/LUIS/Runtime)| Uses the LUIS SDK to show utterance relevancy and intent scores |
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|[Build app programmatically](examples/build-app-programmatically-csv) |Authoring API |
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|[Upload utterances from query log](./examples/demo-upload-example-utterances/demo-Upload-utterances-from-querylog) |Authoring API |
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|[Upload utterances from exported app](./examples/demo-upload-example-utterances/demo-upload-utterances-from-exported-luis-app/) |Authoring API |
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|[Add an utterance to app model](./documentation-samples/authoring-api-samples/) |Authoring API |
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|[Send utterance to endpoint](./documentation-samples/endpoint-api-samples/) |Endpoint API, Public app |
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|[Azure function to LUIS endpoint](./examples/azure-function-endpoint/) |Endpoint API |
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|[Backup all apps in Subscription](./examples/backup/) |Authoring API |
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|[Notes app sample ](./examples/notes-app/) |Create-Train-Publish-Query, Prebuilt domain |
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|[App model definition - Bookflight](./documentation-samples/Examples-BookFlight/) |Hierarchical entity, Composite entity, List entity, datetimeV2 prebuilt entity, number prebuilt entity, upload labeled utterance|
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|[App model definition - Colors](./documentation-samples/Examples-Colors/) |Phrase list feature|
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|[App model definition - IoT](./documentation-samples/examples-IoT) |Prebuilt domain|
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|[Phrase lists](./examples/phrase_list) |Phrase list feature, Hierarchical entity, datetimeV2 prebuilt entity, number prebuilt entity |
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|[Bing Spell Check](./examples/bing-spell-check) |Public App |
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|[Azure function with application insights](./examples/azure-function-application-insights-endpoint) |Azure function, Application Insights |
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|[Add list entity](./documentation-samples/tutorial-list-entity/) |List entity, train, query|
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|[Download query log asynchronously](./examples/async-query-log/nodejs/)|Authoring API|
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|[Bot Integration sample - hotel finder](./bot-integration-samples/hotel-finder/) |Bot Framework SDK, Create-Train-Publish-Query |
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|[Bot Integration sample - HomeAutomation](./documentation-samples/tutorial-web-app-bot) |Web app bot |
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|[Bot Integration sample - HomeAutomation & Application Insights](./documentation-samples/tutorial-web-app-bot-application-insights) |Web app bot, Application Insights |
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|[Bot Integration sample - Study Bot](https://github.com/Azure-Samples/cognitive-services-studybot-csharp) | Web app bot that integrates QnA Maker and Bing Spell Check |
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### Interactive app
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Ask LUIS to turn on the lights in this [interactive demonstration](https://azure.microsoft.com/en-us/services/cognitive-services/language-understanding-intelligent-service/).
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Tell the [Contoso Health bot](https://healthbotcontainer.azurewebsites.net/) where you are injured and the bot will recommend remedies.
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### References
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* [LUIS Docs](https://docs.microsoft.com/azure/cognitive-services/LUIS/)
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* [FAQs](https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/luis-resources-faq), [Regions](https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/luis-reference-regions), [limits](https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/luis-boundaries), [Supported languages](https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/luis-supported-languages)
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### APIs
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* [Authoring model API V2 docs](https://aka.ms/luis-authoring-apis)
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* [Analyze text](https://aka.ms/luis-endpoint-apis)
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* [API route changes](./authoring-routes.md) last updated Dec 03, 2018
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### SDKs
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* [.NET Authoring model](https://aka.ms/luis-sdk-dotnet-authoring)
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* [.NET Analyze text](https://aka.ms/luis-sdk-dotnet-runtime)
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* [Go](https://aka.ms/luis-sdk-go)
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* [Java](https://aka.ms/luis-java-sdk)
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* [Node.js Authoring model](http://aka.ms/luis-sdk-node-authoring)
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* [Node.js Analyze text](http://aka.ms/luis-sdk-node-endpoint)
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* [Python](https://aka.ms/luis-python-sdk)
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### Azure REST API
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* [Azure REST API Specifications](https://github.com/Azure/azure-rest-api-specs/tree/master/specification/cognitiveservices/data-plane/LUIS): LUIS swagger files
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### Azure CLI
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* [Cognitive Services](https://aka.ms/az-cli-cognitiveservices)
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### Azure RM Powershell
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* [Cognitive Services](https://aka.ms/azure-powershell-cognitiveservices)
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### Common HTTP response codes
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[Http codes](https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/luis-reference-response-codes)
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### Integrations
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* [Bot Framework](https://docs.microsoft.com/bot-framework/)
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* BotBuilder v4, [Nodejs](https://github.com/Microsoft/botbuilder-js), [.Net](https://github.com/Microsoft/botbuilder-dotnet). Coming soon: Python & Java
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* BotBuilder v4 LUIS libraries: [Nodejs](https://www.npmjs.com/package/botframework-luis) NPM package, [.Net](https://www.nuget.org/packages/Microsoft.Bot.Builder.Ai/) NuGet package
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* [Bot Builder Samples](https://github.com/Microsoft/BotBuilder-Samples)
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* [Bot Builder Tools](https://github.com/Microsoft/botbuilder-tools)
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### Related Services
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* [QnA Maker](https://qnamaker.ai/)
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* [Bing Speech API](https://azure.microsoft.com/services/cognitive-services/speech/)
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* [Bing Spell Check API](https://azure.microsoft.com/services/cognitive-services/spell-check/)
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### Dependencies
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* [Recognizers-Text](https://github.com/Microsoft/Recognizers-Text) for prebuilt entities
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### Azure status
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[Regional availability](https://azure.microsoft.com/global-infrastructure/services/): LUIS is part of the AI and Machine Learning section.
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### Videos
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#### //BUILD 2018
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* [Azure Friday At Build 2018: Cognitive Services - Language (LUIS)](https://channel9.msdn.com/Shows/Azure-Friday/At-Build-2018-Cognitive-Services-Language-LUIS/player)
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* [Build 2018 AI Show - What’s New with Language Understanding Service](https://channel9.msdn.com/Shows/AI-Show/Whats-New-with-Language-Understanding-Service-LUIS/player)
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* [Build 2018 Session - Bot intelligence, Speech Capabilities, and NLU best practices](https://channel9.msdn.com/events/Build/2018/BRK3208)
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* [Build 2018 - LUIS Updates](https://channel9.msdn.com/events/Build/2018/THR3118/player)
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#### Other videos
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* [Introduction to LUIS](https://aka.ms/luis-intro-video)
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* [Advanced learning with LUIS](https://www.youtube.com/watch?v=39L0Gv2EcSk)
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* [Channel 9 Deep Dive into LUIS and Chatbots](https://channel9.msdn.com/Blogs/MVP-Azure/Cognitive-Services-Episode-3-Deep-dive-into-LUIS-and-Chatbots)
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* [Conference Buddy Bot - AI Show](https://www.youtube.com/watch?v=LSlipMoz2vY)
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### LUIS with Bot framework Blog
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* [blog.botframework.com](https://blog.botframework.com/category/luis/)
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### Courses including LUIS
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* Mixed reality: [MR and Azure 303: Natural language understanding](https://docs.microsoft.com/windows/mixed-reality/mr-azure-303)
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### Related Microsoft Projects
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* [Prebuilt entity recognizer](https://github.com/Microsoft/Recognizers-Text)
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* [Azure Code Samples for LUIS](https://azure.microsoft.com/resources/samples/?sort=0&term=Luis)
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* [Universal Language Intelligence Service - Nodejs](https://github.com/Microsoft/Universal-Language-Intelligence-Service): A wrapper for the Microsoft LUIS cognitive that provides universal language support (after training) using the Bing Translate API
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* [Microsoft Cognitive Services control for Microsoft Bot Builder - C# & Nodejs](https://github.com/Microsoft/BotBuilder-CognitiveServices): The cognitive services control makes consuming different Microsoft Cognitive Services easy for bots developed using Microsoft Bot Builder SDK. The control is available for C# and Node.js SDKs.
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* [Activate Azure with Intelligent Apps - C#](https://github.com/Microsoft/intelligent-apps): Fabrikam Investment Bank Customer Service uses LUIS
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* [LUIS Console Application Sample - C#](https://github.com/Azure-Samples/Cognitive-Services-LUIS-Console-Application)
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* [Adaptive Cards](https://github.com/Microsoft/AdaptiveCards/)
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* [Octobot from the Sandbox](https://docs.microsoft.com/sandbox/demos/octobot)
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* [Microsoft Health Bot](https://docs.microsoft.com/healthbot/)
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### Searching docs
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* [Azure RSS for 'LUIS'](https://docs.microsoft.com/api/search/rss?search=LUIS&locale=en-us)
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### Community Projects
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If you find an open-source project or sample using LUIS, submit a PR for the [community-projects.md](community-projects.md) file.
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### Contributing
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This project welcomes contributions and suggestions. Most contributions require you to agree to a
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Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
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the rights to use your contribution. For details, visit https://cla.microsoft.com.
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When you submit a pull request, a CLA-bot will automatically determine whether you need to provide
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a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions
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provided by the bot. You will only need to do this once across all repos using our CLA.
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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For more information, see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
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contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.
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