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Optimization

The AI Tool That Cuts Your Docker Container Sizes by 80%

The AI Tool That Cuts Your Docker Container Sizes by 80%

How Docker Shrink Optimizes Containers and Saves You Time and Money In the modern paradigm where containerised applications dominate, handling Docker containers effectively is one of the m

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Top 21 Famous RAG Frameworks in 2025

Top 21 Famous RAG Frameworks in 2025

Revolutionizing AI with Advanced Retrieval-Augmented Generation Disclosure: I use GPT search. The entire article is still drafted by me.My writing style tends to be assertive and anal

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The Secret Sauce for Smarter AI: Exploring Model Context Protocol (MCP)

Generative AI models are becoming increasingly sophisticated, yet the challenge of managing context in interactions remains crucial. The Model Context Protocol (MCP) is a structured approach t

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Building AI Agents to Automate Enterprise-Level Software Development: A Practical Perspective

Building AI Agents to Automate Enterprise-Level Software Development: A Practical Perspective

Randy Zhang and Shamin Aggarwal Agentic AI is a software application that is based on Large Language Models (LLMs) to automate tasks by simulating human-like reasoning and decision-making. It h

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Implement A Simple YouTube Video Summarizer Application using Cursor AI

Implement A Simple YouTube Video Summarizer Application using Cursor AI

Introduction Cursor AI is revolutionizing software development by integrating advanced artificial intelligence into a familiar coding environment. As a fork of

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How to make more reliable reports using AI — A Technical Guide

How to make more reliable reports using AI — A Technical Guide

Technical guide, sharing my experience of working with AI Over the past year, I’ve been running my own AI software development and consulting agency, working with a variety of clients — fr

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Introducing LightRAG: A New Era in Retrieval Augmented Generation

Introducing LightRAG: A New Era in Retrieval Augmented Generation

In the rapidly evolving field of natural language processing, Retrieval-Augmented Generation (RAG) systems have become essential for providing accurate, contextually rich responses. However, trad

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Large Language Models Just Got A Whole Lot Smaller

Large Language Models Just Got A Whole Lot Smaller

And how this might change the game for software startups This piece was co-written with David Meiborg. *TLDR: Large Language Models (LLMs for short) a

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The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish

The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish

Overcoming the challenges of productionizing graph RAG When I read the recent article in VentureBeat about how Glean [just secured over $260 million in its latest funding round](https://ve

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Retrieval-Augmented Generation: Approaches, State of the Art, and Optimization Strategies

Retrieval-Augmented Generation: Approaches, State of the Art, and Optimization Strategies

⭐ RAG is particularly useful in knowledge-intensive scenarios or domain-specific applications that require knowledge that’s continually updating. RAG has been popularized recently with its app

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