{"id":509342,"date":"2025-01-15T16:22:43","date_gmt":"2025-01-15T15:22:43","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/3-aws-genai-solutions-to-fit-your-needs\/"},"modified":"2025-01-29T10:31:20","modified_gmt":"2025-01-29T09:31:20","slug":"3-aws-genai-solutions-to-fit-your-needs","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/en-nl\/expert-view\/3-aws-genai-solutions-to-fit-your-needs\/","title":{"rendered":"3 AWS GenAI Solutions to fit your needs"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Build The Ideal AI Environment with AWS GenAI Solutions<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A couple of years ago, AI entered the mainstream. ChatGPT, a generative AI tool that seemed to have all the answers, was an immediate success. This sparked a surge in GenAI development, from plain ChatGPT API integrations to the accelerated development of Large Language Models. It all led to today\u2019s ecosystem of GenAI-driven and enhanced products and platforms. These products and platforms enable you to build your own <a href=\"https:\/\/devoteam.info\/en-nl\/amazon-web-services\/aws-generative-ai\/\">AWS GenAI Solutions<\/a> on top of advanced large language models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Running these language models requires a lot of computing power. With its massive global scale, cloud providers like AWS are the perfect place to leverage these models for your business needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-aws-genai-services\">AWS GenAI Services<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AWS offers a variety of generative AI services to cater to different customer needs. Some customers want a ready-to-use chat assistant. Others need the quickest solution or want to use the biggest language models. Some may even need to train their own models using AWS GenAI Solutions. Let&#8217;s take a quick look at what AWS has to offer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-amazon-bedrock\">Amazon Bedrock<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Amazon Bedrock is AWS\u2019s service that enables customers to run many of the industry-leading Foundational Models. Think of LLama 3.1, Claude 3.5, AWS\u2019 own Titan, and many more. Bedrock provides the freedom to select the most suitable model and use it privately.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The best part of Bedrock? Customers do not have to worry about the underlying infrastructure to use these models. Setting this up from scratch on EC2 instances can be quite complex and time-consuming. You can even test out the capabilities of your chosen model in the AWS Bedrock Playground before using it in your GenAI application. This console playground lets you compare multiple models to see which works best for you.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can access these models using AWS&#8217; SDKs and use them directly in your application for production use. You can also enhance them with your data using <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/knowledge-base.html\">Request Augmented Generation<\/a> using Bedrock <a href=\"https:\/\/aws.amazon.com\/bedrock\/knowledge-bases\/\">Knowledge Bases<\/a>, part of AWS GenAI Solutions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-amazon-lex\">Amazon Lex<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A chatbot is one of the most common ways organisations use Generative AI. There are two options: you can create any custom application you want and use the features of AWS Bedrock. Alternatively, AWS GenAI Solutions offer a convenient service called <a href=\"https:\/\/aws.amazon.com\/lex\/\">Lex<\/a> that makes publishing your first AI chatbot extremely simple. It even involves little to no coding knowledge. Lex now supports Bedrock&#8217;s Knowledge Bases, which enhances your chosen foundational model. This creates a full AI-driven bot suited to your business needs without manually configuring complex intents.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-amazon-sagemaker\">Amazon SageMaker<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bedrock is one of the simplest ways to use the power of the best Foundational Models available in the market, powered by AWS GenAI Solutions. But in some cases, you might require more customisations than the default parameter tuning that Bedrock exposes. This is where SageMaker can come in handy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SageMaker is a lower-level AWS GenAI solution that provides and runs machine-learning models on dedicated EC2 instances. However, the process is still greatly automated and fast-tracked, compared to deploying those models manually. Additionally, with <a href=\"https:\/\/aws.amazon.com\/sagemaker\/jumpstart\/\">SageMaker JumpStart<\/a> you can have access not to tens (like in the case of Bedrock), but hundreds of models. They are maintained not only by AWS but other partners like <a href=\"https:\/\/techradar.devoteam.com\/data-driven-intelligence\/hugging-face\">Hugging Face<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Going further, SageMaker Jumpstart allows its users to train and fine-tune the already capable foundational models. You can adapt them even further to the required tasks. This offers several advantages. You can incorporate domain-specific knowledge. This allows you to achieve desired results with smaller, faster models. These models are also less resource-intensive. Additionally, you can tailor results without complex prompt engineering. Finally, you can adapt the model to your preferred style and tone.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-managing-your-genai-infrastructure-on-aws\">Managing your GenAI infrastructure on AWS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We have mentioned a few of the many Generative AI services available in the AWS ecosystem. It is quite clear that the capabilities of taming AI for your business needs are there. And if needed, all this can be private, secured, and dedicated to your needs only. Bouygues Telecom already benefits from secure AWS GenAI Solutions. <a href=\"https:\/\/devoteam.info\/en-nl\/success-story\/from-generative-ai-to-your-screen-bouygues-telecom\/\">Read here how Devoteam and AWS brought generative AI to the TV screen.<\/a> <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prior to jumping onto the train, of course, you should <a href=\"https:\/\/devoteam.info\/en-nl\/expert-view\/ai-hype-vs-reality-why-we-shouldnt-be-talking-about-ai\/\">evaluate<\/a> if your GenAI adoption journey is not just driven by the now two-year-long hype. But if the solution to your business problem at least partially is AWS GenAI Solutions, AWS is one of the best places to build on.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The examples we&#8217;ve reviewed are accessible. You don&#8217;t need a large team of data scientists or machine learning engineers to get started. However, things change in more advanced production scenarios, which require more effort. You need to design secure GenAI services, which also need to perform well and integrate with many different systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To help keep your <a href=\"https:\/\/devoteam.info\/en-nl\/amazon-web-services\/aws-generative-ai\/\">AWS GenAI<\/a> infrastructure and applications running smoothly and continue improving your AWS GenAI Solutions, <a href=\"https:\/\/devoteam.info\/en-nl\/services\/cloud-managed-services\/\">Devoteam Managed Services<\/a> offers proactive AWS support services. A <a href=\"https:\/\/devoteam.info\/news-and-pr\/devoteam-achieves-aws-managed-services-provider-certification\/\">certified AWS Managed Services Provider (MSP)<\/a>, it covers the reliability, governance, and security domains. Operating entirely from the European Union, Devoteam Managed Services ensures the highest level of AWS MSP services in compliance with your data governance requirements.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull is-style-blur-image is-style-blur-image-less\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-70 has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/GettyImages-1471943442-1-e1736954650813.jpg\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group alignfull has-base-color has-text-color has-global-padding is-layout-constrained wp-container-core-group-is-layout-46b67d08 wp-block-group-is-layout-constrained\" style=\"margin-top:0px;margin-bottom:0px;padding-top:var(--wp--preset--spacing--xxx-large);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--xxx-large);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-5f9de3d0 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-left has-secondary-font-family has-large-font-size\" id=\"h-devoteam-helps-you-lead-the-gen-ai-revolution\">Devoteam helps you lead the (gen)AI revolution<\/h2>\n<\/div>\n\n\n\n<p class=\"has-text-align-left has-main-accent-color has-text-color wp-block-paragraph\">Partner with Devoteam to access experienced AI consultants and the best AI technologies for tailored solutions that maximise your return on investment. With over 1,000 certified AI Consultants and over 300 successful AI projects, we have the expertise to meet your unique needs.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-3c38c079 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/devoteam.info\/en-nl\/services\/ai-ml\/\">Begin your AI Journey<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline-white-button\"><a class=\"wp-block-button__link has-base-color has-text-color has-background wp-element-button\" href=\"https:\/\/devoteam.info\/success-story\/?category_name=ai\" style=\"background-color:#64648254\">AI References<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Build The Ideal AI Environment with AWS GenAI Solutions A couple of years ago, AI entered the mainstream. ChatGPT, a generative AI tool that seemed to have all the answers, was an immediate success. This sparked a surge in GenAI development, from plain ChatGPT API integrations to the accelerated development of Large Language Models. It [&hellip;]<\/p>\n","protected":false},"featured_media":457629,"template":"","categories":[900,996,1073],"tags":[],"industry":[],"class_list":["post-509342","expert-view","type-expert-view","status-publish","has-post-thumbnail","hentry","category-ai-en-nl","category-aws-en-nl","category-cloud-managed-services-en-nl"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/en-nl\/expert-view\/3-aws-genai-solutions-to-fit-your-needs\/\" target=\"_self\" ><img width=\"1920\" height=\"1280\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/GettyImages-1471943442-1-e1736954650813.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"3 AWS GenAI Solutions to fit your needs\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Expert View<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/en-nl\/expert-view\/3-aws-genai-solutions-to-fit-your-needs\/\" target=\"_self\" >3 AWS GenAI Solutions to fit your needs<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AWS GenAI Solutions: Bedrock, Lex &amp; SageMaker | Devoteam<\/title>\n<meta name=\"description\" content=\"AWS GenAI offers scalable solutions: Amazon Bedrock for foundation models, Lex for AI chatbots or SageMaker for custom model training.\" \/>\n<meta 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The Ideal AI Environment with AWS GenAI Solutions A couple of years ago, AI entered the mainstream. ChatGPT, a generative AI tool that seemed to have all the answers, was an immediate success. This sparked a surge in GenAI development, from plain ChatGPT API integrations to the accelerated development of Large Language Models. It&hellip;","_links":{"self":[{"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/expert-view\/509342","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/expert-view"}],"about":[{"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/types\/expert-view"}],"version-history":[{"count":0,"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/expert-view\/509342\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/media\/457629"}],"wp:attachment":[{"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/media?parent=509342"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/categories?post=509342"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/tags?post=509342"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/devoteam.info\/en-nl\/wp-json\/wp\/v2\/industry?post=509342"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}