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A Gentle Introduction to Vector Databases
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- 1 intro
- 2 preface
- 3 about zain
- 4 from keyword search to semantic search
- 5 process, understand and search through unstructured data...
- 6 ...in a scalable and secure way
- 7 use ml to understand the context
- 8 machine learning models
- 9 vector representations
- 10 vector databases
- 11 weaviate: an open-source vector db
- 12 a vector search pipeline
- 13 weaviate is modular: flexible search pipelines
- 14 using vector search to provide llms context
- 15 demo
- 16 reach out
