INSIGHTS

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Gain perspectives on evolving technology, strategies, and solutions to help navigate the challenges ahead.

What is Vibe Coding?

Vibe coding isn’t an official term. It’s more of a coding mindset. Vibe coding is a programming approach that leverages AI tools to create code based on natural language descriptions of desired functionality. In this method of developing code, we rely heavily on autocomplete, AI coding assistants like GitHub Copilot or ChatGPT or various AI Coding Editing tools, and use existing code examples, all while making decisions based on intuition rather than structured instruction.

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Caching Patterns in Retrieval Augmented Generation

Retrieval-Augmented Generation (RAG) systems are transforming the way we interact with large-scale language models by integrating external knowledge retrieval into the generation process. But as powerful as RAG is, it comes with its own performance challenges, especially when working with massive datasets and high query volumes. One way to make RAG faster and more efficient?…

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Why Generative AI and RAG?

This article explores three key areas: Generative AI and its patterns, the Retrieval-Augmented Generation (RAG) framework, and AWS’s role in supporting this journey. What is Generative AI? Generative AI is a type of artificial intelligence focused on the ability of computers to use models to create content like images, text, code, and synthetic data. The…

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AI Agents – The Future of Workforce

I am sure you can relate to preparing sheets of information about the number of employees in your team, and how the budget is allocated through projects/tasks in your current or previous roles. It is not far you will have to add another dimension to it, how many of them are human and how many…

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Small Language Models are the New Big Thing in AI

Throughout the history of technology, we’ve witnessed the evolution of software applications—from massive monolithic servers to sleek microservices and miniaturized platforms. History, indeed, has a way of repeating itself, and Generative AI is no exception to this cyclical progression. Today when you consume ChatGPT, Gemini, CoPilot the intelligence comes from the centralized computing: Consuming Large…

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Streamlining Financial Services with Event-Driven Architecture

Streamlining Financial Services with Event-Driven Architecture

150 million – That’s the total number of credit card transactions processed by the banking industry each day in the US(1). When expanded over a year, this volume escalates to approximately 54.8 billion transactions(1). This immense flow of funds requires financial institutions to operate at an extraordinary pace, where delays are not just undesirable, they…

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The GenAI GPS

The GenAI GPS

We are seeing many high-powered Gen AI tools these days, but having access to these tools is one thing; knowing how to weave them seamlessly into an organization’s fabric is another. That’s the million-dollar question we asked our Chief Digital Officer, Davinder Kohli. Lucky for us, he didn’t just have answers; he had a strategy…

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