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Intro
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Goal of this talk
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Vectors
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Machine learning
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Vector databases
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Demo
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Implementing our own search
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Demo: HNSW
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Demo: Matrix
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Demo: D&D
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Demo: Pokemon
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Demo: D&D
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Demo: Duncan Hills
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Outro
Description:
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the world of vector databases in this engaging 48-minute conference talk from GOTO Amsterdam 2024. Dive into the fundamentals of vectors and machine learning before delving into the practical applications of vector databases. Follow along with live demonstrations showcasing various implementations, including text search, image search, and generative search. Learn how to translate data into vectors and master querying techniques through hands-on examples featuring HNSW, Matrix operations, Dungeons & Dragons scenarios, Pokemon, and more. Gain valuable insights into this emerging technology and its potential to revolutionize data storage and search capabilities in AI-driven applications.

A Fun and Absurd Introduction to Vector Databases

GOTO Conferences
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