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<!DOCTYPE html> | ||
<html> | ||
<head> | ||
<meta charset="utf-8"> | ||
<title>Analytics</title> | ||
<meta name="description" content="Grab's Engineering team solves critical transportation challenges and makes transport freedom a reality for 620 million people in Southeast Asia. | ||
"> | ||
<meta name="viewport" content="width=device-width initial-scale=1" /> | ||
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<meta property="og:url" content="https://engineering.grab.com/categories/analytics/"> | ||
<meta property="og:title" content="Analytics"> | ||
<meta property="og:description" content="Grab's Engineering team solves critical transportation challenges and makes transport freedom a reality for 620 million people in Southeast Asia. | ||
"> | ||
<meta property="og:site_name" content="Grab Tech"> | ||
<meta property="og:type" content="article"> | ||
<meta property="og:image" content="https://engineering.grab.com/img/banner.png"> | ||
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</head> | ||
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<body> | ||
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<span class="site-subtitle"> Tech Blog</span> | ||
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<a href="/categories/engineering/">Engineering</a> | ||
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<a href="/categories/engineering/">Engineering</a> | ||
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<li> | ||
<a href="/categories/data-science/">Data Science</a> | ||
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<a href="/categories/design/">Design</a> | ||
</li> | ||
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<li> | ||
<a href="/categories/product/">Product</a> | ||
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<a href="/categories/security/">Security</a> | ||
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<div class="page-content"> | ||
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<h1 class="page-heading">Analytics</h1> | ||
</div> | ||
</div> | ||
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<li> | ||
<div class="row"> | ||
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<a href="/transforming-the-analytics-landscape-with-RAG-powered-LLM"> | ||
<img src="/img/rag-llm/rag-llm-banner.png" class="cover-photo" alt="Leveraging RAG-powered LLMs for Analytical Tasks cover photo"> | ||
</a> | ||
</div> | ||
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<div class="row"> | ||
<div class="col-md-12"> | ||
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<a class="post-category" href="/categories/engineering/">Engineering </a> | ||
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· | ||
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<a class="post-category" href="/categories/analytics/">Analytics </a> | ||
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· | ||
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<a class="post-category" href="/categories/data-science/">Data Science </a> | ||
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<h2> | ||
<a class="post-title-small" href="/transforming-the-analytics-landscape-with-RAG-powered-LLM">Leveraging RAG-powered LLMs for Analytical Tasks</a> | ||
</h2> | ||
<div class="post-content">The emergence of Retrieval-Augmented Generation (RAG) has significantly revolutionised Large Language Models (LLMs), propelling them to unprecedented heights. This development prompts us to consider its integration into the field of Analytics. Explore how Grab harnesses this technology to optimise our analytics processes.</div> | ||
</div> | ||
</div> | ||
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<div class="row"> | ||
<div class="col-xs-12"> | ||
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<img class="post-author-thumbnail img-circle" src="/img/authors/edmund-hong.jpg"> | ||
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<img class="post-author-thumbnail img-circle" src="/img/authors/yini-ong.jpg"> | ||
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<div class="post-meta-container"> | ||
<span class="post-author"> | ||
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<a href="/authors#edmund-hong">Edmund Hong</a> | ||
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· | ||
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<a href="/authors#yini-ong">Yi Ni Ong</a> | ||
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</span> | ||
<span class="post-date">9 Oct 2024 | 7 min read</span> | ||
</div> | ||
</div> | ||
</div> | ||
<div> | ||
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<div class="post-tags"> | ||
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<a href="/tags#engineering" class="label tags-label">Engineering</a> | ||
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<a href="/tags#experiment" class="label tags-label">Experiment</a> | ||
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<a href="/tags#generative-ai" class="label tags-label">Generative AI</a> | ||
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<a href="/tags#llm" class="label tags-label">LLM</a> | ||
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<a href="/tags#machine-learning" class="label tags-label">Machine learning</a> | ||
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</div> | ||
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</div> | ||
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</div> | ||
</li> | ||
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</ul> | ||
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</div> | ||
</div> | ||
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</div> | ||
<div class="progress-wrap"> | ||
<svg class="progress-circle svg-content" width="100%" height="100%" viewBox="-1 -1 102 102"> | ||
<path d="M50,1 a49,49 0 0,1 0,98 a49,49 0 0,1 0,-98" /> | ||
</svg> | ||
<i class="fa fa-chevron-up btt-btn"></i> | ||
</div> | ||
<footer class="site-footer"> | ||
<div class="wrapper"> | ||
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<div class="col-sm-6 col-xs-12"> | ||
<h2 class="footer-heading">Grab Tech</h2> | ||
<ul class="social-media-list"> | ||
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<li> | ||
<a href="https://github.com/grab" target="_blank" rel="nofollow noreferrer"> | ||
<i class="fa fa-github fa-lg"></i> | ||
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<h2 class="footer-heading">Join Us</h2> | ||
<p class="text"> | ||
Want to join us in our mission to revolutionize transportation? | ||
</p> | ||
<a class="btn" href="https://grab.careers" target="_blank">View open positions</a> | ||
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