RAG: The key to unlocking your enterprises’ knowledge vault

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Imagine a world where every employee has access to the collective knowledge of your entire organization. When employees have powerful business insights at their fingertips, enterprises increase productivity, decrease costs and reap financial rewards. But the repository of valuable decks, spreadsheets, PDFs and other business collateral holds no collective insights without the ability to search and synthesize that information.

We’ve all heard if something sounds too good to be true, it probably is, so here’s the catch. Large Language Models (LLMs) are trained on publicly accessible data. However, most enterprises secure their data behind firewalls. This limitation can result in incorrect or misleading responses, known as hallucinations, which can adversely affect business decisions and growth.

Asif Hasan

Understanding Retrieval Augmented Generation (RAG)

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