Unleash the future of AI with Cache-Augmented Generation (CAG)! Say goodbye to RAG retrieval delays and RAG errors - CAG preloads knowledge directly into large language models, delivering lightning-fast, accurate responses. CAG is the better RAG.

Experience a streamlined architecture that outperforms traditional RAG methods.

All rights w/ authors:
Don’t Do RAG:
When Cache-Augmented Generation is All You Need for
Knowledge Tasks
Brian J Chan, Chao-Ting Chen, Jui-Hung Cheng and Hen-Hsen Huang
National Chengchi University Taipei, Taiwan and Academia Sinica
Taipei, Taiwan

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