Prompt-Based ETL: Automating SQL Generation for Data Movement With LLMs
Every modern data team has experienced it: A product manager asks for a quick metric, “total signups in Asia over the last quarter, broken down by device type,” and suddenly…
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A Retrospective on GenAI Token Consumption and the Role of Caching
Caching is an important technique for enhancing the performance and cost efficiency of diverse cloud native applications, including modern generative AI applications. By retaining frequently accessed data or the computationally…
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Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration
SQL queries can be intimidating, especially for non-technical users. What if we could bridge the gap between human language and structured SQL statements? Enter SQLGenie—a tool that translates natural language queries…
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How to Build an AI-Powered Chatbot With Retrieval-Augmented Generation (RAG) Using LangGraph
Large language models (LLMs) like GPT-4 can produce fluent, grammatically accurate text; however, without access to external, updated knowledge, they frequently hallucinate or fabricate facts. This turns into a prime…
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The Ultimate Guide to OCR Transcription Services
Transcribing handwriting to text is standard among businesses that need to scan handwritten documents or convert old records into something accessible and editable online or in searchable databases. Not only…
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Real-Time Model Inference With Apache Kafka and Flink for Predictive AI and GenAI
Artificial intelligence (AI) and machine Learning (ML) are transforming business operations by enabling systems to learn from data and make intelligent decisions for predictive and generative AI use cases. Two…
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SHAP-Based Explainable AI (XAI) Integration With .Net Application
Think of Explainable AI (XAI) as your friendly guide to a complex machine’s secret thoughts. Instead of leaving you guessing why an algorithm made a certain call, XAI opens the door, points…
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From History to the Future of AI Communication—IPC to MCP and A2A
Google has explicitly positioned its A2A protocol as complementary to Anthropic’s MCP, aiming to address different yet related aspects of building sophisticated agentic systems. The core distinction lies in the layer of interaction…
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Building Scalable Apps with React.js Class Components
In React.js, class components are a way to create and manage components using JavaScript classes. Class components were the traditional way of defining components in React before the introduction of…
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React.js useState Hook Explained with Real-World Examples
React.js, a JavaScript library for building user interfaces, offers a powerful feature called hooks that allows developers to manage stateful logic in functional components. One of the most commonly used…
