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Zero-Infrastructure Vector Search with Amazon S3 Vectors

2025-08-22T14:27:33+00:00

  The world of generative AI is evolving at a rapid pace and one of the most powerful and practical applications is Retrieval-Augmented Generation (RAG). RAG enhances Large Language Models (LLMs) by giving them access to external, up-to-date knowledge bases. This allows them to generate more accurate and context-aware responses. Traditionally, building a RAG system required setting up and managing a separate vector database that adds complexity, cost, and a new layer of infrastructure to maintain however with the introduction of Amazon S3 Vector Buckets a new paradigm has emerged: zero-infrastructure vector search. What is Zero-Infrastructure Vector Search? Amazon S3 [...]

Zero-Infrastructure Vector Search with Amazon S3 Vectors2025-08-22T14:27:33+00:00

Genomic Data with Amazon S3: A Practical Guide to Public Datasets

2025-04-10T10:29:35+00:00

What if, you don’t have to worry about massive datasets? What if they’re open and easily accessible to you? Would it help… to inspire you to work on that bioinformatics project? Fret not! Have you heard of AWS Open Data Program (ODP)? You will now! Related: If you haven’t read about utilizing SRA Toolkit and AWS for data preparation, you can read it here.  Introduction to Related Concepts: Why Genomic Data in Amazon S3? First of all, what is this AWS Open Data Program (ODP), and why does it store genomic data in Amazon S3? On the official website of [...]

Genomic Data with Amazon S3: A Practical Guide to Public Datasets2025-04-10T10:29:35+00:00

Automating File Uploads from Slack to Amazon S3: Harnessing AWS Lambda and Slack API

2025-01-17T10:06:01+00:00

Efficient management and storage of files is vital for any team’s productivity. Automating the process of uploading files from Slack directly to Amazon S3 using AWS Lambda provides a streamlined and secure method for file storage. This integration guarantees that files shared on Slack are systematically stored in a scalable manner, ensuring they are easily accessible for future reference. Leveraging AWS Lambda and the Slack API, this solution minimizes the risk of data loss and removes the need for manual file management, allowing your team to focus on more critical tasks. This article will guide you through the implementation steps [...]

Automating File Uploads from Slack to Amazon S3: Harnessing AWS Lambda and Slack API2025-01-17T10:06:01+00:00

Basics of the Basics to AWS – Part 2: Storage

2024-05-29T01:08:01+00:00

Every application contains instructions made up of bytes and we want to make sure that these are kept safe in a secure storage system. When building applications on the cloud, it's beneficial to know about the different types of storage systems to pick the right tool for the job. Welcome to part 2 of my 6-part series called Basics of the Basics to AWS, where I introduce you to AWS by breaking it down into smaller digestible concepts related to software development.  In this article, I will be talking about AWS Storage Options. Before we proceed with the services, we’ll [...]

Basics of the Basics to AWS – Part 2: Storage2024-05-29T01:08:01+00:00

AWS for Students, Exploring Cloud Solutions

2025-08-29T02:47:19+00:00

AWS extends far beyond just Lambda functions, providing an extensive range of vital services for learning and skill development. Throughout this blog, we will explore how Amazon Web Services (AWS) can benefit students interested in cloud computing as we cover various AWS services and their practical applications, helping them effectively leverage the opportunities it presents for aspiring professionals in the field of cloud computing. Starting off with examining AWS storage solutions like Amazon S3, which allow easy, secure data storage and retrieval. This service is crucial for collaborative projects and simplifies the management of large datasets. With this, AWS provides [...]

AWS for Students, Exploring Cloud Solutions2025-08-29T02:47:19+00:00

Amazon Q

2024-04-25T06:52:12+00:00

Bookmarks Features Sub-modules Pricing References Amazon Q Cheat Sheet Amazon Q is an AI assistant that’s designed to be generative, meaning it can generate content, solve problems, and perform tasks using the data and expertise within your company. Use Cases Amazon Q is designed to provide quick and relevant answers to questions, streamline tasks, speed up decision-making, and foster creativity and innovation at work. Types Amazon Q Business: This version of Amazon Q can be customized to your business by connecting it to your company’s data, information, and systems. Amazon Q Developer: This version [...]

Amazon Q2024-04-25T06:52:12+00:00

AWS Glue DataBrew

2024-04-12T14:30:21+00:00

Bookmarks Features Components Pricing References AWS Glue DataBrew Cheat Sheet AWS Glue DataBrew is a tool designed to streamline your data analysis process. It allows you to interact with your data directly, eliminating the need for complex coding. With its extensive library of over 250 pre-built transformations, you can easily clean, normalize, and format your data, preparing it for insightful analysis. AWS Glue DataBrew is commonly used for: Reducing the time required to prepare data for analytics and machine learning. Automating data preparation tasks with a wide range of ready-made transformations. Facilitating collaboration [...]

AWS Glue DataBrew2024-04-12T14:30:21+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

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