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OMOctaVertex Mediablog.octavertexmedia.com

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Sep 7, 2025 · 5 min read · We’ve all had that moment: staring at a folder full of files, wondering how to answer a deceptively simple question like “What were our top 10 biggest invoices last year?” The data is there—buried inside spreadsheets, PDFs, or databases—but surfacing...

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MSMd Shahriyar Al Mustakim Mitulmitul-shahriyar.hashnode.dev

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Building blocks of an LLM Application

Jun 2, 2024 · 14 min read · Retrieval augmented generation (RAG) Retrieval augmented generation or RAG allows large language models to handle a broader range of queries without the need of exponentially large training data sets. RAG can be compared to a collaborative effort bet...

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Building blocks of an LLM Application