Tag: rag
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When LLMs Know (And Don’t Know)
There’s a misunderstanding hiding beneath a lot of the excitement around large language models (LLMs) and AI. It’s not the obvious stuff about hype or overblown promises, though those are rampant right now with a study suggesting 95% of AI projects have zero returns. It’s much much quieter than that. It’s the assumption that these…
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Building A Retrieval-Augmented Generation (RAG) System To Supplement AI Models
What Is A RAG In AI? Retrieval-Augmented Generation (RAG) is an AI architecture that combines the best of two worlds, information retrieval and text generation. Instead of relying only on a language model’s pre-trained knowledge (which have firm cutoff dates in the past), or spending the time and resources to train your own models, RAG…