AWS ECS Fargate vs Google Cloud Run 2025
I like AWS and work with its resources daily. Containerized applications are very popular these days. In AWS, you can use Lambda to run containers, ECS Fargate or even Kubernetes….
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Cost Optimization in Azure: 10 Proven Strategies to Save Cloud Bills
Azure cost optimisation is the process of reducing the overall expenses of Azure cloud services without compromising on performance or, even better, improving performance. This involves adapting best practices such as…
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EKS vs AKS vs GKE : Critical Differences
When choosing between EKS, AKS, and GKE, several key factors influence the overall Kubernetes cluster cost. These factors can be grouped into two broad categories: objective cloud costs and operational/manageability…
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Azure vs AWS: Which Cloud Platform is Best in 2025?
Azure vs AWS: Overview The cloud computing industry is booming and expected to reach a $5,150.92 billion market size by 2034. The leading cloud service providers, Azure vs AWS remain ahead…
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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…
