{"id":127843,"date":"2026-04-28T11:16:00","date_gmt":"2026-04-28T09:16:00","guid":{"rendered":"https:\/\/nextcloud.com\/?p=127843"},"modified":"2026-04-28T13:52:35","modified_gmt":"2026-04-28T11:52:35","slug":"ai-in-nextcloud-what-why-and-how","status":"publish","type":"post","link":"https:\/\/nextcloud.com\/it\/blog\/ai-in-nextcloud-what-why-and-how\/","title":{"rendered":"AI in Nextcloud: What, why and how"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Want to use AI without handing your data over to Big Tech? \ud83e\uddd8 Meet the Nextcloud Assistant\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/V52Ow7j3Fww?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Since its mass adoption, AI has become, and still is, a popular and sometimes contraversial topic. Some of it is hype, some is substance. Some is good, some, of course, is bad. We want to give you the good, not the bad, and ignore the hype. <\/p>\n\n\n<section class=\"squote_style3_section\" id=\"\">\r\n\t<div class=\"container\">\r\n\t\t<div class=\"row align-items-center\">\r\n\r\n\t\t\t<div class=\" col-lg-8 order-lg-2 \">\r\n\t\t\t\t<figure class=\"text-block\">\r\n                    <blockquote>\r\n\t\t\t\t\t<div class=\"quote-block\"><p>AI has a ton of opportunity, but also risk. So we put you in control by making it off by default and giving you choice of models you want to use. <\/p>\n<\/div><div class=\"rest\"><cite><h6>Frank Karlitschek<\/h6><\/cite><span>CEO and Founder of Nextcloud<\/span><\/div>                    <\/blockquote>\r\n\t\t\t\t<\/figure>\r\n\t\t\t<\/div>\r\n\r\n\t\t\t<div class=\"order-lg-1  col-lg-4 \">\r\n\t\t\t\t<div class=\"image-block \">\r\n\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/12\/Frank-Karlitschek_portrait.jpg\" class=\"attachment-full size-full\" alt=\"Frank Karlitschek portrait\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/12\/Frank-Karlitschek_portrait.jpg 500w, https:\/\/nextcloud.com\/c\/uploads\/2023\/12\/Frank-Karlitschek_portrait-300x300.jpg 300w, https:\/\/nextcloud.com\/c\/uploads\/2023\/12\/Frank-Karlitschek_portrait-150x150.jpg 150w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<\/section>\r\n\n\n\n<p>In Nextcloud Hub we&#8217;ve focused on providing you the best tools that AI has to offer. Benefits like improving your work productivity and jump starting creativity, AI features can enhance your Nextcloud experience. <\/p>\n\n\n\n<p>To fit everyone&#8217;s needs, we offer several types of integrations for AI, from completely self-hosted options to integrations with external services like Open AI. <\/p>\n\n\n\n<p>All the AI features are available via <a href=\"https:\/\/nextcloud.com\/assistant\/\">Nextcloud Assistant<\/a>, our AI assistant integrated in many apps and available in its own interface as a chat, right from your top toolbar. Of course, only if you have AI features enabled. <\/p>\n\n\n\n<p>If you&#8217;re interested in setting up Nextcloud&#8217;s AI features and Nextcloud Assistant on your instance, keep reading this article for a breakdown of how to enable and use each one! <\/p>\n\n\n\n<div style=\"height:13px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Self-hosted AI VS integrations from external services<\/h2>\n\n\n\n<p>First, let&#8217;s understand the difference between self-hosted AI features versus integrations from external services.<\/p>\n\n\n\n<p>All self-hosted AI features are built-in and only run on YOUR server, meaning no data leaves your premises and you&#8217;re in full control. Our self-hosted options can be installed from the <a href=\"https:\/\/apps.nextcloud.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nextcloud App Store<\/a>. Some are built-in and some require some command line commands to be run to download Ai models.<\/p>\n\n\n\n<p>We also offer AI features using remote AI services from companies like DeepL and OpenAI (ChatGPT and DALL\u00b7E). These features can be enabled on your server but data from the app is sent to the third party. Note that nothing is ever sent to external services by default unless you explicitly enable those features or install the related apps. However, if you like these services, then they are available to you!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nextcloud Ethical AI Rating<\/h2>\n\n\n\n<p>Our  <a href=\"https:\/\/nextcloud.com\/blog\/nextcloud-ethical-ai-rating\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ethical AI Rating<\/a> shows you the risks you take with your data when using a feature and gives you a quick insight into the ethical implications of your choice. <\/p>\n\n\n\n<p>For every model you can use for different AI features in Nextcloud, a rating is established:<\/p>\n\n\n<section class=\"industries-section \" id=\"\">\n\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"text-block\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col-lg-3 col-md-6 spacer\"><div class=\"item-box \"><h4>Green \ud83d\udfe2<\/h4><p>All conditions are met<\/p>\n<\/div><\/div><div class=\"col-lg-3 col-md-6 spacer\"><div class=\"item-box \"><h4>Yellow \ud83d\udfe1<\/h4><p>2 conditions are met<\/p>\n<\/div><\/div><div class=\"col-lg-3 col-md-6 spacer\"><div class=\"item-box \"><h4>Orange \ud83d\udfe0<\/h4><p>Only 1 condition is met<\/p>\n<\/div><\/div><div class=\"col-lg-3 col-md-6 spacer\"><div class=\"item-box \"><h4>Red \ud83d\udd34<\/h4><p>No conditions are met<\/p>\n<\/div><\/div>\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<p>Now, let&#8217;s learn about Nextcloud&#8217;s AI features, the rating for each available model, and how to enable and use them in Nextcloud Hub.<\/p>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">LocalAI: run your AI tools locally on your server<\/h2>\n\n\n\n<p><a href=\"https:\/\/localai.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">LocalAI<\/a> is an open source API that allows you to set up and use many AI features to run locally on your server. However instead of connecting to the OpenAI API for these, you can also connect to a self-hosted LocalAI instance with the Nextcloud <a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">LocalAI integration<\/a> app.<\/p>\n\n\n\n<p>The AI features LocalAI supports:<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Image generation<\/li>\n\n\n\n<li>Text generation<\/li>\n\n\n\n<li>Speech-to-text dictation<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/localai.io\/basics\/getting_started\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">Install LocalAI<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Image generation<\/h2>\n\n\n\n<p>Your cloud is full of photos, but sometimes the image you need isn\u2019t there. Maybe it is somewhere on the web, or maybe you can only visualize it in your head? With AI image generation, you can type in keywords to create the image you\u2019re imagining. <\/p>\n\n\n\n<p>Your instant AI generated image can be inserted into a Talk chat, Notes and much more. Image generation is also available as a quick command from the file creation menu.<\/p>\n\n\n\n<p>Available options for image generation:<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via LocalAI)<\/a> \ud83d\udfe2<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/text2image_stablediffusion2\" target=\"_blank\" rel=\"noreferrer noopener\">Local Stable Diffusion 2 (ExApp)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_replicate\" target=\"_blank\" rel=\"noreferrer noopener\">Replicate integration<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Ollama)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via IONOS AI Model Hub)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Plusserver)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Groqcloud)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via MistralAI)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via OpenAI API)<\/a> \ud83d\udd34<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full imageRoundShadow\"><img decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation.png\" alt=\"Nextcloud Hub 10 improved image generation\" class=\"wp-image-288650\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation.png 1920w, https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation-300x169.png 300w, https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation-1024x576.png 1024w, https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation-768x432.png 768w, https:\/\/nextcloud.com\/c\/uploads\/2025\/02\/Nextcloud-Hub-10-improved-image-generation-1536x864.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>This feature is very versatile on Nextcloud, being able to insert an AI generated image in a document, Talk chat and more. To use this feature in your Nextcloud, open up the Smart Picker by typing a slash (\/) in your document, Nextcloud Talk chat and other apps!<\/p>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Text generation (LLM)<\/h2>\n\n\n\n<p>How do you craft intelligent, professional text? With the text generating tool in Nextcloud Talk, Office and Mail.<\/p>\n\n\n\n<p>Text generation is involved in a range of Nextcloud Assistant features:<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Text processing tasks in Nextcloud Assistant<\/li>\n\n\n\n<li>Nextcloud Assistant chat features<\/li>\n\n\n\n<li>Text assistance features in Nextcloud Text<\/li>\n\n\n\n<li>Summaries of email threads in Nextcloud Mail<\/li>\n\n\n\n<li>Summary Bot&nbsp;for summarizing chat histories in Nextcloud&nbsp;Talk<\/li>\n\n\n\n<li>Summaries of chat history in Nextcloud&nbsp;Talk<\/li>\n<\/ul>\n\n\n\n<p>Available options for text generation (LLM):<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/llm2\" target=\"_blank\" rel=\"noreferrer noopener\">Local Large Language Model 2 (ExApp)<\/a> \ud83d\udfe2<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via LocalAI)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Ollama)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via IONOS AI Model Hub)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Plusserver)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Groqcloud)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via MistralAI)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_watsonx\" target=\"_blank\" rel=\"noreferrer noopener\">IBM watsonx.ai integration (via IBM watsonx.ai as a Service)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_watsonx\" target=\"_blank\" rel=\"noreferrer noopener\">IBM watsonx.ai integration (via IBM watsonx.ai software)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via OpenAI API)<\/a> \ud83d\udd34<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls loop src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/03\/smart-picker-chat-gpt-office.mp4\"><\/video><\/figure>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Context tools<\/h2>\n\n\n\n<p>Context-aware AI tools in Nextcloud Assistant use the data from various Nextcloud apps to provide relevant help and perform tasks for you. While chat features In Nextcloud Assistant are powered by an LMM, the backend for context-aware features rely on additional components.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Context Chat<\/h3>\n\n\n\n<p>Context Chat features in Nextcloud Assistant let it access your data and answer questions about your documentation, contracts, papers, reports or anything else. You can manually define the scope and even limit it to a specific folder or file for more precision. You can also search files in Nextcloud using Context Chat search by using chat.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/context_chat\">Nextcloud Assistant Context Chat<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/context_chat_backend\">Nextcloud Assistant Context Chat (Backend)<\/a> \ud83d\udfe1<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Nextcloud Assistant Context Chat - search files using natural language\" src=\"https:\/\/player.vimeo.com\/video\/1117803096?h=916f8ab1cb&amp;dnt=1&amp;app_id=122963\" width=\"500\" height=\"281\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">AI agent features<\/h3>\n\n\n\n<p>AI agent features&nbsp;make Nextcloud Assistant perform actions in other apps when you ask it to using Context Chat. For example, you can ask it to create a calendar event, send a chat message in Nextcloud Talk, or check the weather for you.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/context_agent\">Nextcloud Context Agent (ExApp)<\/a> \ud83d\udfe2<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Nextcloud Assistant AI Agency\" src=\"https:\/\/player.vimeo.com\/video\/1117801102?h=7b68fe6f31&amp;dnt=1&amp;app_id=122963\" width=\"500\" height=\"281\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Speech-to-text conversion<\/h2>\n\n\n\n<p>Converting speech to text can let you do a variety of tasks that make everyday work easier, from transcribing calls and creating transcriptions for various audio files to text dictation. Find below models Nextcloud Assistant support for speech-to-text conversion and their rating.<\/p>\n\n\n\n<p>Available options for speech-to-text conversion:<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via LocalAI)<\/a> \ud83d\udfe2<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/stt_whisper2\" target=\"_blank\" rel=\"noreferrer noopener\">Local Whisper Speech-To-Text 2 (ExApp)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Ollama)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_replicate\" target=\"_blank\" rel=\"noreferrer noopener\">Replicate integration<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via IONOS AI Model Hub)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Plusserver)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Groqcloud)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via MistralAI)<\/a> \ud83d\udfe0<\/li>\n<\/ul>\n\n\n\n<p>The on-premises version can be enabled with the OpenAI app. In your Nextcloud settings, configure the OpenAI integration app to use your self-hosted Local AI instance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Speech to text: dictation<\/h3>\n\n\n\n<p>Sometimes, it\u2019s easier to say something out loud. With Nextcloud\u2019s speech-to-text dictation feature, you can formulate text through your voice. Use your spoken words to send a message in a Nextcloud Talk chat, in an email and through many more applications.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/03\/smart-picker-mail-tts.mp4\"><\/video><\/figure>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Speech-to-text: transcription<\/h3>\n\n\n\n<p>In the speech-to-text transcription feature, your call recordings can be automatically transcribed. This smart feature is great for recording what was said during important meetings for your record keeping.<\/p>\n\n\n\n<p>If the OpenAI integration is installed and configured (using either OpenAI or LocalAI), Nextcloud Talk will be able to automatically produce speech-to-text transcriptions of call recordings. You will receive a transcription file just like the video recording file right after the recorded call ends.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Text-to-speech conversion<\/h2>\n\n\n\n<p>All of Nextcloud Assistant features are accessible through voice input, and it can reply to your requests with voice. To enable audio chat functionality, it used text-to-speech features.<\/p>\n\n\n\n<p>Available options for speech-to-text conversion:<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/text2speech_kokoro\">Local Text To Speech (ExApp)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\">Open AI Text To Speech<\/a> \ud83d\udd34<\/li>\n<\/ul>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Smart Inbox in Nextcloud Mail<\/h2>\n\n\n\n<p>Nextcloud Mail uses Machine Learning (ML) to classify the importance of incoming emails based on your historical data and pattern recognition. This provides you a priority inbox, where your most important messages are at the top. Due to the ML technology, your data never leaves the server.<\/p>\n\n\n\n<p>Luckily for you, this feature is already integrated by default. However, if you want to disable it at any time, you can do so in the bottom left settings of the Mail app.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Local machine learning used in Nextcloud Mail \ud83d\udfe2<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/07\/mail-unsubscribe-scaled.jpg\"><img decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/07\/mail-unsubscribe-scaled.jpg\" alt=\"Smart inbox\" class=\"wp-image-129405\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-scaled.jpg 2560w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-300x169.jpg 300w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-1024x576.jpg 1024w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-768x432.jpg 768w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-1536x864.jpg 1536w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/mail-unsubscribe-2048x1152.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Image, audio and video recognition<\/h2>\n\n\n\n<p>Recognize app lets you recognize patterns in various content to help you with managing media. It adds fitting tags to your media collection, automatically categorizing your photos, videos and even music. For example, in your Nextcloud Photos, you can quickly find people, places or objects when using the Recognize app.<\/p>\n\n\n\n<p>The way Recognize works is through training an artificial neural network that recognizes patterns which yields the results we see. You can learn more about how the app works and facial recognition technology in our <a href=\"https:\/\/nextcloud.com\/blog\/all-you-need-to-know-about-facial-recognition-technology-and-the-nextcloud-recognize-app\/\" target=\"_blank\" rel=\"noreferrer noopener\">blog<\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Image audio and video recognition with <a href=\"https:\/\/apps.nextcloud.com\/apps\/recognize\">Recognize<\/a> \ud83d\udfe2<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full imageRoundShadow\"><img decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2.jpg\" alt=\"Nextcloud Photos Albums object recognition\" class=\"wp-image-93208\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2.jpg 1920w, https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2-300x169.jpg 300w, https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2-1024x576.jpg 1024w, https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2-768x432.jpg 768w, https:\/\/nextcloud.com\/c\/uploads\/2023\/02\/object-recognition-2-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;This app is incredible! It works really well. Very easy to set up. It takes a long time for the first recognition, but man, is it worth it! I expected face recognition working well, but I did not expect the tags feature working very well also! It created tags I did not think is possible. Super useful!&#8221;<\/p>\n<cite>Gy\u00f6rgy Kiss, <a href=\"https:\/\/apps.nextcloud.com\/apps\/recognize\" target=\"_blank\" rel=\"noreferrer noopener\">Recognize apps rating<\/a><\/cite><\/blockquote>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Background images and blurring in video calls<\/h2>\n\n\n\n<p>Before joining a video call, you have the opportunity to change your background to an image of your choice or add a blur effect. It so happens that this blur &#8220;effect&#8221; is actually a complex computing contouring that uses Machine Learning (ML). Nextcloud uses the Jitsu library and a model called MediaPipe (both open source) to create this effect.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Local background blur feature \ud83d\udfe2<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image imageRoundShadow\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/07\/image.png\"><img decoding=\"async\" width=\"995\" height=\"576\" src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/07\/image.png\" alt=\"Backgrounds\" class=\"wp-image-132537\" style=\"aspect-ratio:1.7281553398058251;width:526px;height:auto\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/image.png 995w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/image-300x174.png 300w, https:\/\/nextcloud.com\/c\/uploads\/2023\/07\/image-768x445.png 768w\" sizes=\"(max-width: 995px) 100vw, 995px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Machine translation<\/h2>\n\n\n\n<p>In today&#8217;s connected world, you&#8217;re bound to be put in a situation where you need to translate a message, word or piece of text in another language. Now you can translate anything with Nextcloud, and choose from many available AI models to do that. <\/p>\n\n\n\n<p>For example, you can instegrate LibreTranslate using your own server\/api key. This translation tool uses open source OpenNMT models and has a fully green rating. You can also use the external service like DeepL, a popular translator based in Germany that provides translations in 29 different languages. DeepL has a red rating because they use proprietary models and the app connects to their website.<\/p>\n\n\n\n<p>Translation tools are available in other apps besides the main interface of Nextcloud Assistant. For example, you can use local translation in Nextcloud Talk to translate a message in a chat, or in Nextcloud Text to translate content in your a document.<\/p>\n\n\n\n<p>Available options for machine translation:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/translate2\" target=\"_blank\" rel=\"noreferrer noopener\">Local Machine Translation 2 (ExApp)<\/a> \ud83d\udfe2<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via LocalAI)<\/a> \ud83d\udfe2<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Ollama)<\/a> \ud83d\udfe1<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via IONOS AI Model Hub)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Plusserver)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via Groqcloud)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via MistralAI)<\/a> \ud83d\udfe0<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_deepl\" target=\"_blank\" rel=\"noreferrer noopener\">DeepL integration<\/a> \ud83d\udd34<\/li>\n\n\n\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/integration_openai\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI and LocalAI integration (via OpenAI API)<\/a> \ud83d\udd34<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" autoplay controls loop src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/03\/smart-picker-translations-in-text.mp4\"><\/video><\/figure>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Live transcriptions in Nextcloud Talk<\/h2>\n\n\n\n<p><br>You can use live transcription in Nextcloud Talk, and even enable translation features, bridging the language gaps for international teams. Live transcription works with a local app that has a green rating. <\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li><a href=\"https:\/\/apps.nextcloud.com\/apps\/live_transcription\">Local Live Transcription<\/a> \ud83d\udfe2<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Nextcloud Hub 26 Winter Live translations\" src=\"https:\/\/player.vimeo.com\/video\/1162118866?h=ca46310a61&amp;dnt=1&amp;app_id=122963\" width=\"500\" height=\"281\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Suspicious login detection <\/h2>\n\n\n\n<p>Suspicious login detection spots and warns you about suspicious IPs logging into your Nextcloud. This feature works through learning your behavior of logins, such as when and where you log in. If a suspicious login occurs, you&#8217;ll be notified in time to change your password or upgrade your security controls.<\/p>\n\n\n\n<p>Suspicious login detection was once an app, but now it is integrated right into your instance. Just go to your admin settings and click on security. As always, the feature can be enabled or disabled per your preference.<\/p>\n\n\n\n<ul class=\"wp-block-list nc-list\">\n<li>Local <a href=\"https:\/\/apps.nextcloud.com\/apps\/suspicious_login\">Suspicious Login<\/a> detection tools \ud83d\udfe2<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/04\/hub4-suspicious-login-detection.jpg\"><img decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/nextcloud.com\/wp-content\/uploads\/2023\/04\/hub4-suspicious-login-detection.jpg\" alt=\"Machine learning based suspicious login detection\" class=\"wp-image-110232\" srcset=\"https:\/\/nextcloud.com\/c\/uploads\/2023\/04\/hub4-suspicious-login-detection.jpg 1920w, https:\/\/nextcloud.com\/c\/uploads\/2023\/04\/hub4-suspicious-login-detection-300x169.jpg 300w, https:\/\/nextcloud.com\/c\/uploads\/2023\/04\/hub4-suspicious-login-detection-1024x576.jpg 1024w, https:\/\/nextcloud.com\/c\/uploads\/2023\/04\/hub4-suspicious-login-detection-768x432.jpg 768w, https:\/\/nextcloud.com\/c\/uploads\/2023\/04\/hub4-suspicious-login-detection-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Other AI features and models in Nextcloud<\/h2>\n\n\n\n<p>Nextcloud supports other built-in AI features across its apps that use local, green-rated models, including backend for related resources, recommended files, and document generation in <a href=\"https:\/\/apps.nextcloud.com\/apps\/richdocuments\">Nextcloud Office<\/a>.<\/p>\n\n\n\n<p>You can access a complete list of available apps and models in our <a href=\"https:\/\/docs.nextcloud.com\/server\/latest\/admin_manual\/ai\/overview.html\" target=\"_blank\" rel=\"noreferrer noopener\">documentation<\/a>.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nextcloud Hub offers several types of integrations for AI, from completely self-hosted options to integrations with external services like Open AI. Here&#8217;s an overview of what you can use and where, and where it stands on our Ethical AI scale. <\/p>\n","protected":false},"author":9,"featured_media":400034,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"publish_to_discourse":"","publish_post_category":"22","wpdc_auto_publish_overridden":"1","wpdc_topic_tags":"","wpdc_pin_topic":"","wpdc_pin_until":"","discourse_post_id":"443893","discourse_permalink":"https:\/\/help.nextcloud.com\/t\/ai-in-nextcloud-what-why-and-how\/166916","wpdc_publishing_response":"success","wpdc_publishing_error":"","footnotes":""},"categories":[342,5,6,12],"tags":[],"class_list":["post-127843","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-apps","category-community","category-general"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI in Nextcloud: What, why and how - 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