Topic<\/strong>\n<\/p>\n<\/td>\n Blog posts<\/strong>\n<\/p>\n<\/td>\n<\/tr>\n \n Assistants API\n<\/p>\n<\/td>\n Introduction to Assistants<\/a> \n<\/p>\n Assistant API on Android<\/a>\n<\/p>\n Code interpreter<\/a>\n<\/p>\n Functions<\/a>\n<\/p>\n<\/td>\n<\/tr>\n \n DALL*E image generation\n<\/p>\n<\/td>\n DALL*E 3 image generation on Android<\/a>\n<\/p>\n<\/td>\n<\/tr>\n \n Embeddings API\n<\/p>\n<\/td>\n Add embeddings to chat<\/a>\n<\/p>\n Vector caching (redux)<\/a>\n<\/p>\n More efficient embeddings<\/a>\n<\/p>\n<\/td>\n<\/tr>\n \n Chat API\n<\/p>\n<\/td>\n Add AI to the Jetchat sample<\/a>\n<\/p>\n Chat memory with functions<\/a>\n<\/p>\n Sliding chat window<\/a>\n<\/p>\n \u201cInfinite chat\u201d with history summarization<\/a>\n<\/p>\n “Infinite chat” with history embeddings<\/a>\n<\/p>\n Document chat<\/a>\n<\/p>\n Chunking for citations<\/a>\n<\/p>\n<\/td>\n<\/tr>\n \n Other topics\n<\/p>\n<\/td>\n Chat functions weather demo<\/a>\n<\/p>\n Dynamic SQL queries<\/a>\n<\/p>\n Prompt engineering tips<\/a>\n<\/p>\n Tokens and limits<\/a>\n<\/p>\n<\/td>\n<\/tr>\n<\/table>\n \n We also talked about responsible AI<\/a> and speech-to-speech<\/a> conversations with AI. All these posts used the OpenAI<\/a> API but the same features are available via the Azure OpenAI Service<\/a>.\n<\/p>\n ONNX runtime<\/a> is a cross-platform machine learning foundation that can be added to Android apps. There was a series of posts to get started with ONNX on Android:\n<\/p>\n \n You can also use ONNX Runtime with Flutter<\/a>!\n<\/p>\n Microsoft Graph<\/a> provides a unified programming model to a rich data set across Microsoft applications and services, that can also be integrated into custom applications. This series of posts showed how to authenticate with MSAL and then integrate data with a custom Android app:\n<\/p>\n \n The Jetpack Compose highlight of the year was this animation series inspired by a droidcon talk:\n<\/p>\n \n Some of these animation ideas were applied to the Jetchat AI Compose sample<\/a>.\n<\/p>\n \n There was also a series on Relay for Figma<\/a> and creating styles<\/a> to import designs<\/a> from Figma to your Jetpack Compose application UI.\n<\/p>\n \n And finally, some tips for foldable Android developers \u2013 a new FoldAwareColumn in Accompanist<\/a> and Improved navigation support in TwoPaneLayout<\/a>.\n<\/p>\n \n If you have any questions about OpenAI, ONNX, Microsoft Graph, or Jetpack Compose, use the feedback forum<\/a> or message us @surfaceduodev<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":" Hello Android developers, 2023 was the year that machine learning and artificial intelligence really became mainstream, and we covered both topics with a focus on Android implementations. We published series on using the ONNX machine learning runtime, building Android apps with Microsoft Graph, and tutorials for Jetpack Compose developers! Take a look back at all […]<\/p>\n","protected":false},"author":570,"featured_media":3707,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[741,740,1],"tags":[734,692,473,729,731,728,733],"class_list":["post-3705","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-machine-learning","category-surface-duo-sdk","tag-chatgpt","tag-jetpack-compose","tag-kotlin","tag-machine-learning","tag-msal","tag-onnx","tag-openai"],"acf":[],"blog_post_summary":" Hello Android developers, 2023 was the year that machine learning and artificial intelligence really became mainstream, and we covered both topics with a focus on Android implementations. We published series on using the ONNX machine learning runtime, building Android apps with Microsoft Graph, and tutorials for Jetpack Compose developers! Take a look back at all […]<\/p>\n","_links":{"self":[{"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/posts\/3705","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/users\/570"}],"replies":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/comments?post=3705"}],"version-history":[{"count":0,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/posts\/3705\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/media\/3707"}],"wp:attachment":[{"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/media?parent=3705"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/categories?post=3705"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-json\/wp\/v2\/tags?post=3705"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n ![](\"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-content\/uploads\/sites\/53\/2023\/09\/a-screenshot-of-a-computer-description-automatica-1.png\")
<\/p>\nONNX on Android<\/h2>\n
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Microsoft Graph on Android<\/h2>\n
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Jetpack Compose<\/h2>\n
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![](\"https:\/\/devblogs.microsoft.com\/surface-duo\/wp-content\/uploads\/sites\/53\/2023\/05\/video-to-gif-output-image-5.gif\")
<\/p>\nFeedback<\/h2>\n