Category: cloud
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Using local LLM for Document Extraction
Non-Cloud LLM for Document Extraction This guide explains how to use a non-cloud version of a pretrained Large Language Model (LLM) for document extraction, focusing on open-source models and local execution. Phase 1: Setting Up Your Local Environment 1. Hardware Requirements Ensure your system meets the following recommendations: CPU/GPU: An NVIDIA GPU with sufficient VRAM… Read more
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Pretrained Models for Document Extraction
Pretrained Models for Document Extraction Cloud-Based Pretrained Models Google Cloud Document AI: Offers pretrained models for various document types (invoices, receipts, IDs, etc.) for key-value pair, table extraction, and classification. AWS Textract: Provides pretrained models for OCR, key-value pair extraction, and table extraction from documents and images. Azure Form Recognizer (now Document Intelligence): Offers pretrained… Read more
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Automating PDF to JSON Extraction with AI/ML
Automating PDF to JSON Extraction with AI/ML 1. Understanding the Problem and Defining Key Values for AI/ML When leveraging AI/ML for PDF to JSON extraction, the initial problem definition remains crucial, but with a focus on how AI/ML can address challenges posed by unstructured or highly variable documents. Identify the Key Values: As before, define… Read more
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Detailed Explanation: Training and Inference Times in Machine Learning
Detailed Explanation: Training and Inference Times in Machine Learning Training Time in Machine Learning: A Detailed Look Definition: Training time is the computational duration required for a machine learning model to learn the underlying patterns and relationships within a training dataset. This process involves iteratively adjusting the model’s internal parameters (weights and biases) to minimize… Read more
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Exploring CUDA (Compute Unified Device Architecture)
Exploring CUDA CUDA is a parallel computing platform and programming model developed by NVIDIA for use with their GPUs. It allows software developers to leverage the massive parallel processing power of NVIDIA GPUs for general-purpose computing tasks, significantly accelerating applications beyond traditional CPU-bound processing. 1. CUDA Architecture: The Hardware Foundation NVIDIA GPUs are designed with… Read more
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Salesforce Agentic AI: A Comprehensive Overview
Salesforce Agentic AI: A Comprehensive Overview Salesforce Agentic AI represents a significant evolution in how artificial intelligence is integrated into the Salesforce platform. Moving beyond simple automation and predictive analytics, Agentic AI aims to create intelligent, autonomous agents capable of understanding complex goals, planning multi-step actions, and executing tasks on behalf of users. This detailed… Read more
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Tableau Concepts and Features: A Detailed Guide
Tableau Concepts and Features: A Detailed Guide Tableau is a leading data visualization and analysis platform designed to empower users to explore, understand, and share data insights effectively. This document provides a detailed explanation of its core concepts and key features. Core Concepts of Tableau 1. Workbooks and Sheets The fundamental building blocks for organizing… Read more
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Top Salesforce Concepts: A Detailed Discussion
Top 50 Salesforce Concepts: A Detailed Discussion Salesforce is a vast platform with numerous features and functionalities. Understanding its core concepts is crucial for anyone working with it, whether as an administrator, developer, or end-user. Here’s a detailed discussion of 20 top Salesforce concepts: 1. Organization (Org) Your Salesforce instance. It’s a single, secure, and… Read more
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Evaluating Salesforce and Mulesoft Anypoint Platform Integration
Evaluating Salesforce and Mulesoft Anypoint Platform Integration Salesforce, a leading cloud-based CRM platform, offers a wide array of features for sales, service, marketing, and more. The Mulesoft Anypoint Platform is a powerful integration platform as a service (iPaaS) that enables connectivity across various systems, applications, and data sources. Integrating these two powerful platforms unlocks significant… Read more
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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
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Sample Autonomous Threat Identification and Mitigation in AWS (Sample)
Autonomous Threat Identification and Mitigation in AWS (Sample) This sample outlines a conceptual architecture and key AWS services for building an Autonomous Threat Identification and Mitigation system, focusing on detecting and responding to suspicious network traffic. Conceptual Architecture +—————–+ +—————–+ +———————+ +———————+ +———————+ | Network Traffic | –> | VPC Flow Logs / | –>… Read more
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Top 15 Free Must-Have WordPress Plugins
Top 15 Free Must-Have WordPress Plugins (Detailed) Elevate your WordPress blog with these 15 essential free plugins, each offering crucial features and functionalities. 1. Yoast SEO Details: The leading SEO plugin for WordPress. It provides tools to optimize your content for search engines, improve readability, manage meta descriptions and keywords, generate XML sitemaps, and control… Read more
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Building Your Blog on AWS: A Comprehensive Guide
Building Your Blog on AWS: A Comprehensive Guide Amazon Web Services (AWS) offers a robust and scalable infrastructure to host your blogging website. This guide walks you through the steps, from choosing your platform to launching and maintaining your blog on AWS. Step 1: Choose Your Blogging Platform The foundation of your blog is the… Read more
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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
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Detailed Analysis of Blockchain in AWS
Detailed Analysis of Blockchain in AWS Amazon Web Services (AWS) provides a suite of services designed to help businesses build, deploy, and manage blockchain networks and applications with ease. These services abstract away much of the underlying infrastructure complexity, allowing organizations to focus on their specific use cases. AWS Blockchain Offerings AWS offers two primary… Read more
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Recent Advancements in Blockchain Technology (2025)
Recent Advancements in Blockchain (2024-2025) – Detailed The blockchain landscape continues its rapid evolution. Here are detailed insights into key advancements and trends shaping the technology in 2024-2025: Increased Interoperability and Cross-Chain Solutions Advancement: Projects like **Polkadot** with its parachain system and **Cosmos** with its Inter-Blockchain Communication (IBC) protocol are enabling different Layer-1 and Layer-2… Read more
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Platforms for Integrating Blockchain and AI
Blockchain and AI Platforms Several platforms are emerging that facilitate the integration of blockchain and artificial intelligence, enabling the development of novel and powerful applications. Here are a few notable examples with their key features: 1. Oraichain (ORAI) Oraichain is a Layer 1 blockchain focused on AI and oracles. It aims to be the foundational… Read more
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AWS Business Intelligence (BI) Offerings with Use Cases
AWS Business Intelligence (BI) Offerings with Use Cases Amazon Web Services provides a suite of cloud-based services for building comprehensive Business Intelligence solutions. These offerings cover data warehousing, ETL, data visualization, and advanced analytics. Amazon QuickSight Amazon QuickSight is a fast, cloud-powered, serverless business intelligence service that makes it easy to create and share interactive… Read more
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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
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Detailed Comparison of Top 5 No-Code Platforms
Detailed Comparison of Top 5 No-Code Platforms Detailed Comparison of Top 5 No-Code Platforms The landscape of no-code platforms is constantly evolving, but here’s a detailed comparison of 5 prominent platforms as of May 1, 2025, focusing on their strengths, weaknesses, ideal use cases, key details, and links to their official websites: Platform Details Strengths… Read more
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Detailed Review of AWS Low-Code Platforms
Detailed Review of AWS Low-Code Platforms Amazon Web Services (AWS) offers a suite of services that cater to low-code and no-code development, enabling users with varying technical expertise to build applications and automate processes. While AWS doesn’t have one single, unified “low-code platform” like some other providers, its diverse offerings address various low-code needs. The… Read more
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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
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Detailed Review of Microsoft Power Apps
Detailed Review of Microsoft Power Apps Microsoft Power Apps is a low-code development platform that allows users to build custom business applications with minimal coding. It’s part of the Microsoft Power Platform, which also includes Power Automate, Power BI, Power Pages, and Copilot Studio. Strengths: Rapid Development: Power Apps significantly reduces development time with its… Read more
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Review of Dataloader.io
Review of Dataloader.io Dataloader.io is a popular cloud-based data integration tool specifically designed for interacting with Salesforce. It simplifies the process of importing, exporting, and deleting data in bulk, offering a user-friendly alternative to Salesforce’s desktop-based Data Loader. Strengths: Cloud-Based Accessibility: Being a web application, dataloader.io eliminates the need for installation and configuration on a… Read more
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Ingesting Large Amounts of Data into Salesforce Cloud
Ingesting Large Amounts of Data into Salesforce Cloud Ingesting substantial data volumes into the Salesforce cloud environment necessitates a strategic approach to ensure efficiency, data integrity, and optimal system performance. Several best practices and tools are available to facilitate this process. Best Practices for Large Data Ingestion: Data Deduplication: Prior to import, it is crucial… Read more
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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 goals, analyzing data, providing personalized advice, and continuously learning and… Read more
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Implementing Fraud Detection and Prevention Agentic AI on Azure – Detailed
Implementing Fraud Detection and Prevention Agentic AI on Azure – Detailed Implementing Fraud Detection and Prevention Agentic AI on Azure – Detailed This document provides a comprehensive outline for implementing a Fraud Detection and Prevention Agentic AI system on Microsoft Azure. The objective is to build an intelligent agent capable of autonomously analyzing data, making… Read more
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Implementing Fraud Detection and Prevention Agentic AI on AWS – Detailed
Implementing Fraud Detection and Prevention Agentic AI on AWS – Detailed This document provides a comprehensive outline for implementing a Fraud Detection and Prevention Agentic AI system on Amazon Web Services (AWS). The goal is to create an intelligent agent capable of autonomously analyzing data, making decisions about potential fraud, and continuously learning and adapting… Read more
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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