{"id":4273379,"date":"2024-11-19T17:31:48","date_gmt":"2024-11-19T15:31:48","guid":{"rendered":"https:\/\/www.deptagency.com\/?post_type=article&p=4273379"},"modified":"2024-11-19T17:33:16","modified_gmt":"2024-11-19T15:33:16","slug":"an-intro-to-rag-the-best-first-step-in-your-ai-transformation","status":"publish","type":"article","link":"https:\/\/www.deptagency.com\/en-uki\/insight\/an-intro-to-rag-the-best-first-step-in-your-ai-transformation\/","title":{"rendered":"An intro to RAG: The best first step in AI transformation"},"content":{"rendered":"
\n\t\n\t<\/svg>\n\t\t\t\n\t\t\tBack to all articles\t\t<\/span>\n\t\n<\/button>\n\t\tAn intro to RAG: The best first step in AI transformation\t<\/h1>\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/picture>\n\t\n\t<\/div>
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\n\t\tJonathan Whiteside\t\t
\n\t\tGlobal EVP Technology\n\t\t\t<\/div>\n<\/div>\n\t
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\n\t\t\t\t\t19 November 2024\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n<\/div>\n\n
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\n\t\tOf the over 300 million companies in the world, 67%<\/a> have been using LLMs to work with human language and produce content. However, less than a quarter<\/a> of the companies using LLMs are planning to deploy commercial models.

Among the barriers keeping companies from leveraging the vast capabilities of LLMs at scale is the quality of LLM responses\u2014particularly with specificity, relevance, and accuracy.\u00a0

By overcoming these basic challenges with LLMs, retrieval-augmented generation<\/strong> (RAG) <\/strong>unlocks the opportunity for greater AI-driven innovation in the future and greater day-to-day utility within your organisation.\u00a0

In this way, RAG has emerged as a low-risk, high-impact implementation that offers you a clear-cut step forward in your AI transformation using LLMs at an enterprise level.\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t