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0:07 Introduction to Vector Search
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Classroom Contents
Introduction to Vector Search and Vector Databases with Weaviate - Part 2
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- 1 0:07 Introduction to Vector Search
- 2 0:24 Overview of Vector Databases and Vector Search
- 3 2:26 Keyword Search Explanation
- 4 4:19 Introduction to Vector Search Algorithms k-NN
- 5 7:11 Implementing Vector Search in Python
- 6 11:08 Performance at Scale: k-NN vs. ANN Algorithms
- 7 17:15 Weaviate’s Custom HNSW Implementation
- 8 19:23 Multimodal and Multilingual Vector Search
- 9 22:15 Hybrid Search: Combining Keyword and Vector Search
- 10 24:01 Challenges of Scaling Vector Search
- 11 28:44 Demo: Implementing Vector Search with Weaviate
- 12 35:06 Streamlit Integration for Vector Search
- 13 41:26 Advanced Applications and AI Agents
- 14 44:09 Audience Q&A and Closing Remarks
