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Linux Foundation

The Rise of Vector Databases - Lessons from the Milvus Community

Linux Foundation via YouTube

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Overview

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This presentation introduces vector databases for storing, indexing, and searching embeddings of unstructured data. It discusses Milvus production use cases, integration challenges, and community feedback.

Syllabus

Intro
Speaker
zilliz
What is Unstructured Data?
The Evolution of Data
Digits
Approximate Nearest Neighbor Search
Vector Database Overview
Why Purpose-built?
Purpose-built is Complex
ChatGPT Craziness
GPTs are Stochastic
Hallucination Example
The Solution to Hallucination
The CVP Framework
Using Vectors to Represent Data
Key Takeaways

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Linux Foundation

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