What is Retrieval-Augmented Generation (RAG), and how do I use it in my company? episode artwork

EPISODE · Dec 20, 2024 · 15 MIN

What is Retrieval-Augmented Generation (RAG), and how do I use it in my company?

from Verified Weekly · host Verify powered by getAbstract

This week, we take a closer look at Retrieval-Augmented Generation (RAG), an AI architecture that combines generative AI models with external knowledge bases. RAG improves accuracy, scalability and cost efficiency by providing access to up-to-date, domain-specific data. This reduces the risk of misinformation (“hallucinations”) and increases user confidence. We explain the components of a RAG system (knowledge base, retriever, integration and generator layer), its process and how it can be used in companies and organizations—a must-read for leaders interested in AI.Check out each source with its respective rating here:https://www.getabstract.com/en/verify/item/sNAk0j7KsNhttps://www.getabstract.com/en/verify/item/AkeqlBzCOahttps://www.getabstract.com/en/verify/item/BK4W4AnAnE

Episode metadata supplied by the publisher feed · Published Dec 20, 2024

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This week, we take a closer look at Retrieval-Augmented Generation (RAG), an AI architecture that combines generative AI models with external knowledge bases. RAG improves accuracy, scalability and cost efficiency by providing access to up-to-date, domain-specific data. This reduces the risk of misinformation (“hallucinations”) and increases user confidence. We explain the components of a RAG system (knowledge base, retriever, integration and generator layer), its process and how it can be us...

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What is Retrieval-Augmented Generation (RAG), and how do I use it in my company?

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