4min chapter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

E5: The Embedding Revolution: Anton Troynikov on Chroma, Stable Attribution, and future of AI

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

CHAPTER

Using Vector Databases in AI

vector databases allow you to perform geometric operations on your data. They represent structure like a human would have post-structured on the resulting vectors. It pretty much suppresses hallucination, it allows you as an organization to use large language models without fine tuning them - which is expensive and slow. And there are all kinds of really cool applications on top of this stuff that we'll get into soon.

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