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Cache-Augmented Generation (CAG): Is It Better Than RAG?

https://ift.tt/FvjPVcx Retrieval-Augmented Generation (RAG) has transformed AI by dynamically retrieving external knowledge, but it comes w...

https://ift.tt/FvjPVcx

Retrieval-Augmented Generation (RAG) has transformed AI by dynamically retrieving external knowledge, but it comes with limitations such as latency and dependency on external sources. To overcome these challenges, Cache-Augmented Generation (CAG) has emerged as a powerful alternative. CAG implementation focuses on caching relevant information, enabling faster, more efficient responses while enhancing scalability, accuracy, and reliability. […]

The post Cache-Augmented Generation (CAG): Is It Better Than RAG? appeared first on Analytics Vidhya.


from Analytics Vidhya
https://www.analyticsvidhya.com/blog/2025/03/cache-augmented-generation-cag/
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