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AWS Documentation update — progress, challenges, and what’s next for 2025
AWS has been making significant improvements to their documentation through content restructuring, increased code samples, enhanced website navigation, and AI integration, while maintaining their commitment to accuracy and accessibility as they work towards becoming the industry leader in technical documentation.
Aligning Strategy and Execution for Successful Cloud Migration and Modernization Journeys
Cloud transformation requires balancing centralized control with decentralized flexibility across both strategy and execution dimensions, with organizations typically needing to align their approach with specific business goals while remaining adaptable.
From log analysis to rule creation: How AWS Network Firewall automates domain-based security for outbound traffic
AWS Network Firewall’s automated domain lists feature enhances network security by analyzing HTTP and HTTPS traffic patterns, providing visibility into domain usage, and simplifying the creation and management of outbound traffic controls through domain-based allowlisting.
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JT Mundi, Justin Thomas, KJ Lian, 02/19/2025In the age of generative artificial intelligence (AI), data isn’t just king—it’s the entire kingdom. Our previous blog post, Anduril unleashes the power of RAG with enterprise search chatbot Alfred on AWS, highlighted how Anduril Industries revolutionized enterprise search with Alfred, their innovative chat-based assistant powered by Retrieval-Augmented Generation (RAG) architecture. In this post, we examine the technical intricacies that make this system possible.
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Nick Biso, Ian Lunsford, 02/05/2025There is consistent customer feedback that AI assistants are the most useful when users can interface with them within the productivity tools they already use on a daily basis, to avoid switching applications and context. Web applications like Amazon Q Business and Slack have become essential environments for modern AI assistant deployment. This post explores how diverse interfaces enhance user interaction, improve accessibility, and cater to varying preferences.
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Aditya Pendyala, Deepak Chandak, Fabio Luzzi, Frank Rosalia, Muhammad Chaudhry, 01/31/2025Tapestry, a global luxury fashion holding company, oversees iconic brands such as Coach, Kate Spade New York, and Stuart Weitzman. With over 1,400 retail stores worldwide and more than 18,000 employees, Tapestry sits on a wealth of information that it could use to improve customer experiences and optimize its operations. The company needed an effective [...]
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Aravind Hariharaputran, Ivan Cui, 01/28/2025RAG retrieves data from a preexisting knowledge base (your data), combines it with the LLM’s knowledge, and generates responses with more human-like language. However, in order for generative AI to understand your data, some amount of data preparation is required, which involves a big learning curve. In this post, we walk you through how to convert your existing Aurora data into an index without needing data preparation for Amazon Kendra to perform data search and implement RAG that combines your data along with LLM knowledge to produce accurate responses.
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Ashutosh Dubey, Pramit Saha, Vignesh Venkatachalam, Shrinivas Damodar Kudva, Tina Purushotam, Catherine Alexander, 01/13/2025Infosys By Pramit Saha, Senior Technology Architect — Infosys Vignesh Venkatachalam, Senior Consultant – Infosys Shrinivas Damodar Kudva, Technology Architect – Infosys Tina Purushotam, Digital Specialist Engineer – Infosys Catherine Alexander, Principal Customer Solutions Manager – AWS Ashutosh Dubey, Gen [...]
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Chris Haddad, Achintya Pinninti, Michael Cho, Diana Chung, 01/10/2025Real-World Evidence (RWE) is a domain in which new medical evidence is generated based on data from healthcare and other health services from “the Real World”, compared to clinical trials which are controlled and from specific medical evidence generation. This domain is an evolution of HEOR (Health Economic and Outcome Research) and is particularly inspired by [...]
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Bill Snyder, Alison Troutman, 12/19/2024For decades, Dallas College has been a beacon of affordable higher education in the Dallas-Fort Worth metroplex. Founded in 1965, this community college has welcomed more than 3 million students through its doors, empowering them to forge new careers, obtain vital training, and give back to their community. However, as enrollment swelled over the years, [...]
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Krishna Mudda, Aakash Upadhyay, Nikhil Shetty, Marcel Pividal, Kristy Lin, Vijai Gandikota, 12/04/2024Amazon has introduced the Amazon Kendra GenAI Index, a new offering designed to enhance semantic search and retrieval capabilities for enterprise AI applications. This index is optimized for Retrieval Augmented Generation (RAG) and intelligent search, allowing businesses to build more effective digital assistants and search experiences.
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Cristina Rios Iribarren, 11/28/2024Amazon Web Services (AWS) offers a variety of options for building chat-based assistants with generative artificial intelligence (AI) capabilities. The goal of this post is to present in simple words some of these options and what to keep in mind to decide which to use and how to get started.
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Rui Costa, Mahendra Bairagi, 11/21/2024we’re excited to share the journey of the VW—an innovator in the automotive industry and Europe’s largest car maker—to enhance knowledge management by using generative AI, Amazon Bedrock, and Amazon Kendra to devise a solution based on Retrieval Augmented Generation (RAG) that makes internal information more easily accessible by its users. This solution efficiently handles documents that include both text and images, significantly enhancing VW’s knowledge management capabilities within their production domain.