{"id":91733,"date":"2024-02-02T08:52:31","date_gmt":"2024-02-02T08:52:31","guid":{"rendered":"https:\/\/www.seeedstudio.com\/blog\/?p=91733"},"modified":"2024-02-02T08:55:04","modified_gmt":"2024-02-02T08:55:04","slug":"beyond-home-automation-llm-on-the-edge-makes-your-smart-home-smarter","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2024\/02\/02\/beyond-home-automation-llm-on-the-edge-makes-your-smart-home-smarter\/","title":{"rendered":"Beyond Home Automation \u2013 LLM on the Edge Makes Your Smart Home Smarter"},"content":{"rendered":"\n<p>Imagine what would happen if a large language model and Home Assistant were combined? Yes, we would get a smart home assistant. It&#8217;s not just the popular voice chatbot of recent times, but also functions as a smart furniture controller. Here, we&#8217;ll discuss how to build your own smart home assistant!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"772\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/smart_home.png\" alt=\"\" class=\"wp-image-91734\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/smart_home.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/smart_home-300x226.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/smart_home-768x579.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Basic Concepts<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><a href=\"https:\/\/wiki.seeedstudio.com\/Local_Voice_Chatbot\/\">Chatbots<\/a><\/strong><\/h3>\n\n\n\n<p>Chatbots are automated dialogue systems based on artificial intelligence technology, capable of mimicking human communication methods. They interact with users through text or voice, offering a variety of services such as information retrieval, customer service, and entertainment. These bots can understand and respond to user queries or commands, making the conversation process more natural and efficient.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Home&nbsp;Assistant<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-left\">Home Assistant is an open-source smart home automation platform. It allows users to connect and control a wide range of smart devices, from lighting and temperature control to security and entertainment systems. It provides highly customizable and automated home management solutions, enhancing the convenience and smartness of home living.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Implementation&nbsp;Process<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1030\" height=\"252\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow-1030x252.png\" alt=\"\" class=\"wp-image-91735\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow-1030x252.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow-300x73.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow-768x188.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow-1024x251.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/02\/AGI_workflow.png 1511w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/figure>\n\n\n\n<p>The diagram above illustrates the hardware and software devices and workflows involved in the entire project. The hardware includes <a><u>reComputer J4012<\/u><\/a>&nbsp;and <a><u>reSpeaker<\/u><\/a>, while the software primarily consists of Riva, Langchain, OpenAI, and Home Assistant.<\/p>\n\n\n\n<p>The main workflow is as follows:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>After the microphone receives the user&#8217;s audio input, the <a href=\"https:\/\/catalog.ngc.nvidia.com\/orgs\/nvidia\/teams\/riva\/resources\/riva_quickstart\">Riva<\/a> ASR Server converts this input into text format.<\/li>\n\n\n\n<li>The Langchain tool calls the <a href=\"https:\/\/openai.com\/blog\/openai-api\">OpenAI API<\/a> to obtain chat content from the large language model.<\/li>\n\n\n\n<li>Intelligent furniture control commands are generated based on the chat content and executed using the Home <a href=\"https:\/\/developers.home-assistant.io\/docs\/api\/rest\/\">Assistant API<\/a>.<\/li>\n\n\n\n<li>The Riva TTS Server converts the content generated by the large language model into audio signals, which are then output through the speaker.<\/li>\n<\/ul>\n\n\n\n<p>We have uploaded the relevant code to <a><u>GitHub<\/u><\/a>. Please refer to the tutorial on GitHub to complete the installation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Application&nbsp;Example<\/strong><\/h2>\n\n\n\n<p>In the application example, we use the large language model to understand and execute voice commands, controlling the indoor lighting system.<\/p>\n\n\n\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 title=\"mirror mirror\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/7t7UspjepdE?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<p>In fact, this project has tremendous potential. It can control not just the lighting, but also all smart devices in the home, thereby creating a more advanced integrated smart home solution. You are just one <a><u>reComputer<\/u><\/a>&nbsp;away from completing this project.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Summary<\/strong><\/h2>\n\n\n\n<p>By integrating large language models with Home Assistant, we can achieve not only home automation but also a more intelligent, interactive, and personalized home assistant experience. As technology continues to advance, the future of smart homes will become increasingly intelligent and human-centric, bringing greater convenience and enjoyment to our lives.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Seeed:&nbsp;NVIDIA&nbsp;Jetson Ecosystem Partner<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen.jpg\" alt=\"\" class=\"wp-image-82789\" width=\"233\" height=\"109\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen.jpg 465w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen-300x140.jpg 300w\" sizes=\"(max-width: 233px) 100vw, 233px\" \/><\/figure><\/div>\n\n\n<p>Seeed is an Elite partner for edge AI in the&nbsp;<a href=\"https:\/\/www.nvidia.com\/en-us\/about-nvidia\/partners\/\"><u>NVIDIA Partner Network<\/u><\/a>. Explore more carrier boards, full system devices, customization services, use cases, and developer tools on&nbsp;<a href=\"https:\/\/www.seeedstudio.com\/nvidia-jetson.html\"><u>Seeed\u2019s&nbsp;NVIDIA Jetson ecosystem<\/u><\/a>&nbsp;page.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1030x599.png\" alt=\"\" class=\"wp-image-84528\" width=\"773\" height=\"449\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1030x599.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-300x174.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-768x446.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1536x893.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1024x595.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3.png 1958w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure><\/div>\n\n\n<p>Join the forefront of AI innovation with us! Harness the power of cutting-edge hardware and technology to revolutionize the deployment of machine learning in the real world across industries. Be a part of our mission to provide developers and enterprises with the best ML solutions available. Check out our successful&nbsp;<a href=\"https:\/\/files.seeedstudio.com\/wiki\/NVIDIA\/NVIDIA_Jetson_example-Success_cases_and_examples_with_NVIDIA_Jetson.pdf\">case study catalog<\/a>&nbsp;to discover more edge AI possibilities!<\/p>\n\n\n\n<p>Take the first step and send us an email at&nbsp;<a href=\"mailto:edgeai@seeed.cc\">edgeai@seeed.cc<\/a>&nbsp;to become a part of this exciting journey!&nbsp;<\/p>\n\n\n\n<p>Download our latest&nbsp;<a href=\"https:\/\/files.seeedstudio.com\/wiki\/Seeed_Jetson\/Seeed-NVIDIA_Jetson_Catalog_V1.4.pdf\">Jetson Catalog<\/a>&nbsp;to find one option that suits you well. If you can\u2019t find the off-the-shelf Jetson hardware solution for your needs, please check out our&nbsp;<a href=\"https:\/\/www.seeedstudio.com\/odm\">customization services<\/a>, and submit a new product inquiry to us at&nbsp;odm@seeed.cc&nbsp;for evaluation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Imagine what would happen if a large language model and Home Assistant were combined? Yes,<\/p>\n","protected":false},"author":3615,"featured_media":91750,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"iawp_total_views":0,"footnotes":""},"categories":[4394],"tags":[4841,4441,4440,4726,1198],"class_list":["post-91733","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-deploy","tag-chatbot","tag-home-assistant","tag-jetson-orin","tag-llm","tag-smart-home"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Beyond Home Automation \u2013 LLM on the Edge Makes Your Smart Home Smarter - Latest News from Seeed Studio<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.seeedstudio.com\/blog\/2024\/02\/02\/beyond-home-automation-llm-on-the-edge-makes-your-smart-home-smarter\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond Home Automation \u2013 LLM on the Edge Makes Your Smart Home Smarter - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"Imagine what would happen if a large language model and Home Assistant were combined? 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