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Articles tagged with #rag

Understanding the Limitations of Vector Embeddings in RAG Systems
As AI solutions become more prevalent, Retrieval-Augmented Generation (RAG) has emerged as a popular approach for enhancing Large Language Models (LLMs) with external knowledge. However, there's a fundamental issue that often goes unaddressed: the re...
Jan 11, 20252 min read58
Boost Small Business Success with Retrieval Augmented Generation (RAG): A Must-Know Guide
McKinsey & Company in their report, highlight that generative AI has the potential to contribute between $2.6 trillion to $4.4 trillion annually to the economy. Retrieval Augmented Generation or RAG has been one of the first few practical application...
Jan 28, 20243 min read16

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