ai
AI, ML, RAG, LLM, WSL
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Building an Intelligent RAG System for Enterprise-Scale Multi-modal document processing
Executive Summary Traditional RAG systems struggle because they rely on rigid chunking rules designed for specific document types. When a document is composed of paragraphs, tables, charts, and diagrams, these systems often break the context, leading to incomplete or inaccurate answers. Our approach solves this with a three-tier adaptive RAG architecture that works on mixed-format… Read more
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It’s all about GPUs — Accelerating ML executions
The evolution from CPU to GPU computing for machine learning represents one of the significant paradigm shifts in computing history, transforming how we approach complex computational problems. This transition from sequential to parallel processing has enabled breakthroughs in artificial intelligence that were previously considered impractical or cumbersome. Today’s state-of-the-art AI systems combine multiple acceleration approaches:… Read more
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Being Hands-on – Performance Stats
Every business has a unique potential waiting to be tapped. Recognizing the keys to unlock this growth can set an enterprise on the path to unprecedented success. Read more
The AI Journey 