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Is it time to throw the RAG in yet?

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    Is it time to throw the RAG in???   We definitely think so! We NEED some RAG in our lives.  What are we talking about?  RAG stands for "Retrieval Augmented Generation".  If you've used ChatGPT or any other Ai tools, you may have encountered some strange behavior.  Ai can often hallucinate, retrieve incorrect or outdated information.  Essentially, there are two important pieces to how Ai chats work.  One is you, the user who inputs a prompt or a query.  The second and probably the most mysterious is the almighty LLM.  An LLM stands for "large language model".  It is a mix of neural networks and massive amounts of data, yes! more than you can fit on your new SSD.  So where is the problem?  Well, retrieving a small piece of information from the largest databases in the world is like reaching in the ocean to grab that one special grain of sand.   Now with the implementation of RAG in Ai products...
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Is it time to throw the RAG in??

Image
    Is it time to throw the RAG in???   We definitely think so! We NEED some RAG in our lives.  What are we talking about?  RAG stands for "Retrieval Augmented Generation".  If you've used ChatGPT or any other Ai tools, you may have encountered some strange behavior.  Ai can often hallucinate, retrieve incorrect or outdated information.  Essentially, there are two important pieces to how Ai chats work.  One is you, the user who inputs a prompt or a query.  The second and probably the most mysterious is the almighty LLM.  An LLM stands for "large language model".  It is a mix of neural networks and massive amounts of data, yes! more than you can fit on your new SSD.  So where is the problem?  Well, retrieving a small piece of information from the largest databases in the world is like reaching in the ocean to grab that one special grain of sand.   Now with the implementation of RAG in Ai products, we can limi...
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Embrace the Ai Revolution!

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                 We're here!  It's 2025!!! Aren't cars supposed to be flying like the Jetson's?  Robots doing all the house chores?  And Ai replacing all of our jobs by doing the work of an army in a split second?  So where are we really in this tech evolution?  Everything on "The Simpson's" has to come true, Right?  ...It just might!   So why aren't we there yet?  The answer lies within us!!!  "We The People" actually control our future.  Technology is as good as it's implementation.  Technology can better our lives but only when we allow it.  Should we fear robots taking over the world, or losing all of our jobs to Artificial Intelligence?  Or do we grab technology by it's horns and create an unimaginable, unbound reality?   Fortunately, we have enough soldiers on the ground, doing just that!  Product designers and coders are working very hard to make our l...
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