Azure Delta Lake is a method to wrap Parquet data formats, in a ‘neutral’ format for data processing. It is…
If you build a Data Lake or Lakehouse in Azure, or in AWS, and you choose ‘Delta Lake’ or the…
Azure Data Lake Concepts summarised. Why Delta Lake in Azure is a best practices implementation of a Data Lakehouse concept.…
Function App Role in an AI workflow A Function App is typically used for serverless, small-scale, and responsive tasks, ensuring…
RAG or Retrieval Augmented Generation services some standard use cases. Use Case: Customised AI system to address externally facing processes…
CoPilot (Azure, Microsoft), are autonomous bots that provide a user interface application and back end data processing. They can be…
Component Role Why It’s Needed Copilot / Client Application The user-facing interface where a query or request is initiated. This…
In today’s competitive landscape, businesses are moving beyond traditional Customer Relationship Management (CRM) and Sales Force Automation (SFA) to embrace…
Feature Modular Monolith Microservices Architecture Coupling Loosely coupled at the module level. Fully decoupled, independent services. Communication In-memory function calls.…
The Problem: There are many issues with Microservices. Complexity, skills, knowledge and management are some of those. Not every architecture…