Semantic Query Engines with Matthew Russo - Weaviate Podcast #131!
Matthew Russo is a Ph.D. student at MIT where he is researching the intersection of AI and Database Systems. AI is transforming Database Systems. Perhaps the biggest impact so far has been natural language to query language translations, or Text-to-SQL. However, another massive innovation is brewing. AI presents new Semantic Operators for our query languages. For example, we are all familiar with the WHERE filter. Now we have AI_WHERE, in which an LLM or another AI model computes the filter value without needing it to be already available in the database!
`SELECT * FROM podcasts AI_WHERE “Te…
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Chapters (8)
Welcome Matthew!
0:47
Semantic Query Processing Engines
7:07
Semantic Operators
13:57
Relational Algebra and Query Planning
18:19
Internal vs. External Query Engines
23:33
Semantic Joins
33:22
SemBench
42:07
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