Mastering Relevance in Search - AI-Powered Search Technologies and Vector Database Applications
Qdrant - Vector Database & Search Engine via YouTube
NY State-Licensed Certificates in Design, Coding & AI — Online
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Overview
Syllabus
00:00 Introduction to AI-Powered Search
03:06 Evolution of Search Technologies
06:42 Are there Magical Search Tools Working Out-of-the-Box
10:17 The Role of Relevance in Search
16:39 Evaluating Search Relevance
24:43 Did LLM-as-a-Judge Solve Evals
31:20 User Intent in RAG
35:44 Query Rewriting
44:55 "AI-powered Search" Book
49:56 "Cheat At Search with LLMs" Course
51:15 Search Community & Future of Search
54:00 Closing Thoughts and Community
Taught by
Qdrant - Vector Database & Search Engine