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Assessing the choices for GenAI data integration together with concerns on your particular firm
22 hours in the past
Whereas GenAI is tremendous cool, there’s little question that the businesses getting probably the most worth out of GenAI have discovered a way to combine their very own data with the AI mannequin. What I don’t essentially see, nevertheless, is a transparent method to consider how an organization ought to strategy its GenAI technique. You may learn issues on-line about how Bloomberg found great value building its own large language model (LLM) from scratch, otherwise you may come throughout because the quite a few social media posts about how nice retrieval augmented era (RAG) is. To be clear, every of those ways is superb in its personal proper, however as you’ll be able to think about, there isn’t a one-size-fits-all strategy.
That mentioned, this weblog publish isn’t going to present you a definitive reply on your firm’s state of affairs. Slightly, what our purpose shall be is to offer you a framework for a way to consider integrating GenAI together with your firm’s data. This publish is structured into two excessive stage sections. Within the first part, we’ll give a basic excessive stage understanding of what every of the three distinct choices there are, stopping wanting the nitty gritty technical particulars. Within the second part…
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