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Classroom Contents
The Rise of Vector Databases - Lessons from the Milvus Community
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- 1 Intro
- 2 Speaker
- 3 zilliz
- 4 What is Unstructured Data?
- 5 The Evolution of Data
- 6 Digits
- 7 Approximate Nearest Neighbor Search
- 8 Vector Database Overview
- 9 Why Purpose-built?
- 10 Purpose-built is Complex
- 11 ChatGPT Craziness
- 12 GPTs are Stochastic
- 13 Hallucination Example
- 14 The Solution to Hallucination
- 15 The CVP Framework
- 16 Using Vectors to Represent Data
- 17 Key Takeaways
