Learn AI

AI Deep Dive

Category: gcp

  • Powering Intelligence: Understanding the Electricity and Cost of 1 Million RAG Queries

    Powering Intelligence: Understanding the Electricity and Cost of 1 Million RAG Queries for Solution Architects As solution architects, you’re tasked with designing robust, scalable, and economically viable AI systems. Retrieval-Augmented Generation (RAG) has emerged as a transformative pattern for deploying large language models (LLMs), offering a compelling alternative to continuous fine-tuning by grounding responses in Read more

  • CPU Market Share in the Cloud (May 2025) – Detailed Analysis

    CPU Market Share in the Cloud (May 2025) – Detailed Analysis The landscape of CPU market share within the cloud computing sector continues to evolve rapidly in May 2025. Driven by the ever-increasing demand for scalable and efficient cloud services, the competition among CPU vendors is intensifying. This analysis delves deeper into the key players Read more

  • Google Cloud Platform (GCP) Business Intelligence (BI) Offerings and Use Cases

    Google Cloud Platform (GCP) Business Intelligence (BI) Offerings and Use Cases I. Data Warehousing GCP’s primary data warehousing solution is BigQuery, a serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility and insights. Key Features: Serverless Architecture: No infrastructure management, automatic scaling. Scalability: Handles petabytes of data with ease. SQL Interface: Standard Read more

  • Sample Agentic AI Orchestrating Complex Cybersecurity Workflow in GCP

    Agentic AI Orchestrating Complex Workflow in GCP (Sample) Agentic AI Orchestrating Complex Workflow in GCP (Sample) This sample outlines a conceptual implementation of an agentic AI system orchestrating a complex cybersecurity workflow in Google Cloud Platform (GCP), focusing on automatically investigating and responding to potential phishing incidents reported by employees. Conceptual Architecture +———————+ +———————+ +——————–+ Read more

  • Detailed Analysis of Blockchain in Google Cloud Platform (GCP)

    Detailed Analysis of Blockchain in GCP Google Cloud Platform (GCP) is increasingly focusing on providing infrastructure and tools to support the development and deployment of blockchain and Web3 applications. While GCP might not have a direct equivalent to AWS Managed Blockchain with built-in managed network creation for Hyperledger Fabric or Ethereum, it offers a robust Read more

  • GCP Business Intelligence (BI) Offerings with Use Cases

    GCP Business Intelligence (BI) Offerings with Use Cases Google Cloud Platform provides a comprehensive suite of powerful and scalable services for building modern Business Intelligence solutions. These offerings cater to various needs, from data warehousing and ETL to advanced analytics and visualization. Here are the key offerings with details and common use cases: Looker Looker Read more

  • Detailed Review of GCP Low-Code Platform

    Detailed Review of GCP Low-Code Platform While Google Cloud Platform (GCP) doesn’t market a single, unified “low-code platform” in the same vein as Microsoft Power Apps, it offers a suite of tools and services that empower users with varying technical skills to build applications and automate processes with minimal coding. The primary low-code offering from Read more

  • Implementing Intelligent Financial Advisor Agentic AI on GCP – Detailed

    Implementing Intelligent Financial Advisor Agentic AI on GCP – Detailed Implementing Intelligent Financial Advisor Agentic AI on GCP – Detailed This document outlines the architecture and implementation steps for building an Intelligent Financial Advisor Agentic AI system on Google Cloud Platform (GCP). The goal is to create an autonomous agent capable of understanding user financial Read more

  • Building a Personalized Healthcare Recommendations AI Agent on GCP: A Comprehensive Guide

    Building a Personalized Healthcare Recommendations AI Agent on GCP: A Comprehensive Guide This article provides a detailed guide to building a Personalized Healthcare Recommendations AI Agent on Google Cloud Platform (GCP). We will explore the necessary GCP services, a comprehensive architecture, sample training data, the implementation of model training using Vertex AI, and the creation Read more

  • AI Agent with Short-Term Memory on Google Cloud

    AI Agent with Short-Term Memory on Google Cloud Creating AI agents capable of handling complex tasks and maintaining context requires implementing short-term memory, often referred to as “scratchpad” or working memory. This allows agents to temporarily store and process information relevant to their immediate goals. Google Cloud Platform (GCP) offers a range of services that Read more