{"id":41640,"date":"2023-12-18T00:28:53","date_gmt":"2023-12-18T07:28:53","guid":{"rendered":"https:\/\/devblogs.microsoft.com\/premier-developer\/?p=41640"},"modified":"2023-12-14T07:37:47","modified_gmt":"2023-12-14T14:37:47","slug":"how-to-enhance-your-chatbot-so-it-can-retrieve-data-from-multiple-data-sources-orchestrate-its-own-plan-with-c-semantic-kernel-planner-azure-openai-part-4-local-development-deployme","status":"publish","type":"post","link":"https:\/\/devblogs.microsoft.com\/premier-developer\/how-to-enhance-your-chatbot-so-it-can-retrieve-data-from-multiple-data-sources-orchestrate-its-own-plan-with-c-semantic-kernel-planner-azure-openai-part-4-local-development-deployme\/","title":{"rendered":"How to enhance your chatbot so it can retrieve data from multiple data sources & orchestrate its own plan with C# Semantic Kernel, planner & Azure OpenAI \u2013 part 4 (local development & deployment details)"},"content":{"rendered":"

In this multi-part series,\u00a0Jordan Bean<\/a>\u00a0shares how to enhance a chatbot to retrieve data from multiple data sources and orchestrate plans with C# Semantic Kernel, planner, and Azure Open AI.<\/p>\n

\n

In the\u00a0previous post<\/a>, I detailed how the demo app runs. In this post, let\u2019s talk about some of the techniques & technologies I used to make the demo easy to deploy & run.<\/p>\n

Here is the link to the\u00a0GitHub repo<\/a>.<\/p>\n

Project Tye<\/h2>\n

Project Tye<\/a>\u00a0is an open-source project that makes it easy to stand up a microservice-based application locally.<\/p>\n

It is easy to run any individual API or web app, such as running\u00a0dotnet run<\/code>\u00a0or\u00a0npm start<\/code>.<\/p>\n

However, when you have a bunch of services, sidecars, etc, it becomes a pain to do this. You could write a shell script to stand them all up, but that is tedious and error-prone.<\/p>\n

Instead, Project Tye can be used. With a single command, it can build & run your application locally.<\/p>\n

\n
    \n
  1. tye run<\/span><\/code><\/li>\n<\/ol>\n<\/div>\n

    It uses a\u00a0YAML config file<\/a>\u00a0(tye.yaml<\/code>\u00a0in the root directory) to describe the relevant services and how to start them, what ports to use etc (Tye can also just assign ports itself).<\/p>\n

    This is especially useful when you are using sidecar patterns like\u00a0Dapr<\/a>\u00a0to abstract services from each other. You would have to individually run each\u00a0dapr run<\/code>\u00a0command for each service to stand up each sidecar. Instead, Tye will do that for you.<\/p>\n

    Tye can try and figure out the health & liveness probes itself, but it is better to explicitly specify them.<\/p>\n

    \"\"<\/figure>\n

    Tye also provides a convenient dashboard so you can see all the microservices, their status, restart count & logs.<\/p>\n

    Continue reading this post, as well as the full series on\u00a0Jordan\u2019s dev blog<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

    In this multi-part series,\u00a0Jordan Bean\u00a0shares how to enhance a chatbot to retrieve data from multiple data sources and orchestrate plans with C# Semantic Kernel, planner, and Azure Open AI. In the\u00a0previous post, I detailed how the demo app runs. In this post, let\u2019s talk about some of the techniques & technologies I used to make […]<\/p>\n","protected":false},"author":582,"featured_media":41642,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[14,1],"tags":[10650,56,10651],"class_list":["post-41640","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-permierdev","tag-azure-openai","tag-bots","tag-semantic-kernel"],"acf":[],"blog_post_summary":"

    In this multi-part series,\u00a0Jordan Bean\u00a0shares how to enhance a chatbot to retrieve data from multiple data sources and orchestrate plans with C# Semantic Kernel, planner, and Azure Open AI. In the\u00a0previous post, I detailed how the demo app runs. In this post, let\u2019s talk about some of the techniques & technologies I used to make […]<\/p>\n","_links":{"self":[{"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/posts\/41640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/users\/582"}],"replies":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/comments?post=41640"}],"version-history":[{"count":0,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/posts\/41640\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/media\/41642"}],"wp:attachment":[{"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/media?parent=41640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/categories?post=41640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/premier-developer\/wp-json\/wp\/v2\/tags?post=41640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}