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This is Part 3 of a three-part series (links at the bottom). In Part Two, we moved from concept to execution by building the foundation of a Retrieval‑Augmented Generation (RAG) system. We set up a Postgres database with pgvector, defined a schema, wrote a script to embed and chunk text, and validated vector search with cosine similarity. In […]

In 2025, MedTech leaders are redefining innovation by architecting intelligent ecosystems that span the entire product lifecycle. As AI in medical device development becomes a strategic imperative, forward-thinking organizations are aligning digital investments with business-critical outcomes: Faster time to market Stronger regulatory readiness Scalable clinical impact This blog explores how AI-powered transformation is reshaping every […]

Nowadays, the topic of artificial intelligence is everywhere. Let’s face it!. Who, even out of curiosity, has asked a question to generate an image, refine ideas, or seek answers in one of the many artificial intelligence applications on the market?   Now, parallel to this conversation, there are numerous myths about the arrival and use […]

Databricks supports a wide range of compliance standards to meet the needs of highly regulated industries, including: HIPAA (Health Insurance Portability and Accountability Act) PCI-DSS (Payment Card Industry Data Security Standard) FedRAMP High & Moderate DoD IL5 IRAP (Australia) GDPR (EU) CCPA (California) However, I was surprised to read that Databricks Serverless workloads are not covered for PCI-DSS (Databricks PCI […]

The world of digital experiences is evolving more quickly than ever before, and let’s be honest, artificial intelligence (AI) is more than just a trendy term these days. It’s becoming a business necessity. AI is no longer a “nice to have” for companies that use Sitecore as their Digital Experience Platform (DXP). It’s turning into […]

Managing cloud infrastructure effectively requires consistent and meaningful tagging of resources. Manual tagging is prone to errors and difficult to scale. In this blog, I’ll show you how to use Amazon SageMaker and Python to automatically apply intelligent tags to your EC2 instances using either rule-based logic or AI-powered enhancements. What You Will Learn How […]

As a Drupal developer with over four years of experience, I’ve worked on numerous projects where accessibility was a priority. Ensuring websites are accessible to people with disabilities is not only a best practice but also often a legal requirement. The Web Content Accessibility Guidelines (WCAG) provide a framework for achieving this, and tools like […]

As we all know, in the world of reels, Photos, and videos, Everyone is creating content and uploading to public-facing applications, such as social media. There is no control over the type of images users upload to the website. Here, we will discuss how to restrict inappropriate photos. The AWS Rekognition Service can help you […]

Abstract This article explores how artificial intelligence can transform technical evaluation processes in talent acquisition, particularly in the software development field. Through the Dessert & Learn session, two complementary approaches are presented: a basic one using prompts in Copilot for automated code analysis, and a more advanced one using intelligent agents built with n8n and the RAG […]

Generative AI is moving from eye‑catching demos to real operational impact. Yet the leap from a clever model call to a production‑grade, human‑aware workflow is non‑trivial. This post distills recent field research into a pragmatic blueprint for building GenAI workflows that automate business processes without sacrificing oversight, auditability, or tech‑stack flexibility. Why “Workflow Thinking” Matters GenAI […]

This blog post will discuss MultiSite validation for either ContentArea or LinkItemCollection, which are both capable of storing multiple items. Although we can use the custom MaxItem attribute to validate the ContentArea or LinkItemCollection, the problem arises when the same property is used for multiple sites with different validation limits. In a recent project, we […]

What is a Grid and Why Ag-Grid? A grid is one of the best methods to present data in a structured and understandable way. At a glance, grids help extract concise information efficiently. When working with complex data tables in Angular applications, AG Grid Angular is an excellent choice for developers.AG-Grid is a popular package […]