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Aug 30, 2025 · 4 min read · Before we explore advanced RAG patterns and pipelines, let’s quickly revisit what RAG is, why it matters, and what makes it so widely discussed. Retrieval-Augmented Generation (RAG) is a technique that pairs large language models (LLMs) with a retrie...
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Aug 30, 2025 · 3 min read · Before diving into where RAG fails, let’s first understand what it is, why it’s important, and why there’s so much hype around it. RAG stands for Retrieval-Augmented Generation. In simple terms, it combines large language models (LLMs) with a retriev...
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Aug 20, 2025 · 3 min read · RAGs nowadays are very important models in the world of Large Language Models (LLMs) like ChatGPT and Gemini. They differ from these LLM models because LLMs can only generate human-like text and converse with you, but they can't provide much informat...
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Aug 17, 2025 · 6 min read · To understand this, we need to start by understanding what Chain-of-Thoughts (CoT) is and what it does. CoT is a style of system prompting where AI breaks down a problem into several parts to achieve better results and provide users with transparency...
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Aug 17, 2025 · 5 min read · Agentic AI differs significantly from traditional AI, as it has a specific goal and purpose to achieve. It can't do anything beyond its objective; it is mainly designed to fulfill its goal. In contrast, traditional AI models like ChatGPT and Gemini a...
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