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00:00 Introduction to Vector Search
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Classroom Contents
Keyword vs Vector Search: Pros, Cons, and Implementation Techniques
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- 1 00:00 Introduction to Vector Search
- 2 00:34 Pros and Cons of Keyword vs. Vector Search
- 3 02:13 Understanding Vector Search
- 4 03:35 Keyword Search Explained
- 5 06:17 Comparing Search Techniques
- 6 07:40 Handling Long Documents
- 7 09:31 New and Infrequent Words
- 8 10:50 LLMs and Query Optimization
- 9 12:17 The Importance of Pagination
- 10 13:22 Postgres Libraries for Search
- 11 20:18 Implementing BM25 in Postgres with tensorchord's vectorchord-bm25
- 12 23:50 Hybrid Search Techniques
- 13 29:58 Conclusion and Further Resources
