Building Gen AI Apps with Snowflake Cortex as a Foundational AI Platform

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October 13, 2024October 13, 2024 gate io

An illustrative blog with a reference application applying Snowflake Cortex With Generative AI in mainstream adoption, Snowflake has shared its Generative AI Vision in the past to bring Gen AI and LLMs closer to the customers’ data. Snowflake’s Cortex AI is their fully managed service (GA on May 24) to manage LLMs and the entire lifecycle for diverse business and technical users: This article shares the key architecture and design approaches and related components…

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June 16, 2024June 16, 2024 Ankur Kumar

Observing technology trends by analysts, research companies, and thought leaders provides a broader perspective. It not only helps software architects to understand the impact of technologies being adopted but also helps them build the right skill set for themselves or their team. This article synthesizes the top ten technology trends for 2024 and beyond based on my broader research, technology insights, observations, and industry experience. #1 — Generative AI and AI Platforms Generative AI appears as…

Evolution of In-memory database and in-memory data grid technology

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May 26, 2024May 27, 2024 Ankur Kumar

Over the years in-memory computing has evolved and played a significant role in modern architecture primarily as part of Data Platform solutions. In-memory data grid and in-memory database/datastore technology are part of the data platform ecosystem. Click here to read the previous article on the importance of caching and in-memory data grid technology. Context Before we deep-dive into the decision tree to make the selection, here is the definition of…

Introduction Large Language Models (LLMs) do not need any introduction with the rise of its massive adoption in the industry. Most enterprises have either adopted or planning to adopt an LLM to build Generative AI-based enterprise applications supporting a variety of business use cases. While there are many closed-source options available such as – OpenAI’s GPT-3.5 or GPT-4, Google’s Gemini, etc., Open source LLMs have started getting traction because of…

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April 11, 2023May 26, 2024 Ankur Kumar

This article is an effort to summarize the Top Microservices Frameworks in Go. Considering the flexibility in MSA (Microservices Architecture), these are not mutually exclusive and you can choose as per your architectural requirements, business need, organizational context, and other factors under consideration. Modern cloud-native architecture can use multiple frameworks in the same organization to develop different microservices. As per Go’s naming conventions, these frameworks can be referred to as…

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January 29, 2023May 26, 2024 Ankur Kumar

AWS re:Invent 2022 (Nov 28 — Dec 2) has continued the tradition of being the most happening cloud computing technology event. While there were many sessions covering leadership, partnership, technology updates, case studies, and much more — this article focused on sharing key takeaways from the event for software architects. #1 —Asynchrony and Event-driven Architecture enable the global scale The key theme of Werner Vogels’ keynote highlights the benefits of building asynchronous,…

How To Ace The Certified Kubernetes Administrator (CKA) Exam

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January 20, 2023May 26, 2024 Rohit Malhotra

With the growing demand for cloud-native architecture, Kubernetes is becoming a de facto skillset for software architects, developers, and system administrators. While there are different mechanisms to learn Kubernetes, certification such as the Certified Kubernetes Administrator (CKA) program by The Linux Foundation helps to provide the direction, curriculum, and knowledge needed for real-world experience. Why get CKA certified? The CKA certification is designed to make sure that holders have the…