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00:00 - The Problem with Traditional SQL Search
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Classroom Contents
How Vector Databases Work - AI Search and Semantic Understanding
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- 1 00:00 - The Problem with Traditional SQL Search
- 2 00:49 - How does a Vector Database work?
- 3 02:10 - What Are Embeddings?
- 4 03:08 - Understanding Vector Dimensions
- 5 03:50 - Scoring in Vector DB
- 6 05:05 - Chunk Overlap in Vector DB
- 7 06:02 - Lab Demo - Setting up the Environment
- 8 06:39 - Lab Demo - Problem in Traditional SQL Database
- 9 07:13 - Lab Demo - Embeddings
- 10 08:23 - Lab Demo - Similarity Search
- 11 09:13 - Lab Demo - ChromaDB
- 12 10:10 - Conclusion & Free Lab Access
