
 Weaviate Podcast How Keenious uses Weaviate to Enable Semantic Search through 60M+ Academic PUBs
 Dec 13, 2021 
 Connor Shorten and Charles Pierse discuss how Keenious uses Weaviate for semantic search in academic publications. They explore the concept of neuro-symbolic search and serendipity in academic paper search, the role of ontologies and knowledge graphs, and the versatility and modularity of Weaviate. They also discuss the H&S W algorithm and pre-filtering, as well as the potential of automated scientific reviewing as a SaaS product. 
 Chapters 
 Transcript 
 Episode notes 
 1  2  3  4  5  6  7 
 Introduction 
 00:00 • 4min 
 Neuro-Symbolic Search and Serendipity in Academic Paper Search 
 04:13 • 22min 
 Ontologies and Knowledge Graphs 
 26:19 • 16min 
 Exploring Note of Vex and Deep Walk for Embedding Generation in NLP 
 42:13 • 10min 
 Exploring the Versatility and Modularity of Weaviate 
 51:54 • 10min 
 Understanding H&S W Algorithm and Pre-Filtering 
 01:02:18 • 5min 
 Automated Scientific Reviewing as a SaaS Product 
 01:07:15 • 16min 
