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Episode 140 - LLMs Vectors Search and Quantization Explained episode artwork

Aug 23, 2025 13 min

Episode 140 - LLMs Vectors Search and Quantization Explained

from Just Five Mins! Hosted by David Sheardown

Okay, a little experiment. Okay, I have been researching how LLMs work with vectors and how AI search works for a while now. But rather than me warble on for a while (and more than 5 mins!), I have tried an AI approach to explain the research ;) In fairness, I did listen back to this, and personally I was quite impressed. The explanation about quantization methods was particularly useful. If vectors, AI search and quantization mean nothing to you - take a listen :) Hey, this is a free podcast. However, if you feel you want to support me then check out Patreon. I will have some more detailed deep dives for Patreon members as well as one-to-one sessions. Or just buy a unicorn a coffee here! Oh, and yes, I have ended up on YouTube (doesn’t everyone eventually?): https://www.youtube.com/@justfifteenmins but don’t worry, no ugly face to worry about (yet!). Get full access to Just Five Mins! at www.justfivemins.com/subscribe

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Episode 140 - LLMs Vectors Search and Quantization Explained

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