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Pulling data from a database typically requires SQL expertise. In part 2 of our First principles series on generative AI, we cover the machine learning architecture that generates SQL reliably for natural language queries via our SQL Dialogs chatbot.
00:00 Introduction to SQL Dialogs Part 2
01:00 Training the SQL Dialogs Model
02:48 How the SQL Dialog Model works
03:56 Entity Resolution ML Model
04:25 Oracle Meaning Representation Language
05:18 OMRL for Secure SQL Generation
07:23 OMRL for Interpretation
08:56 Avoiding Generative AI hallucinations
12:30 Key Takeaways
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28 июл 2024
