Find out more: http://www.oracle.com/goto/fpsqldialogs
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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For more architectural breakdowns, catch up on more First Principles videos:
First Principles: eliminating VM downtime with OCI’s Live Migration: https://www.youtube.com/watch?v=w5aNG32-oCM
First Principles: inside OCI Container Instances: https://www.youtube.com/watch?v=GC4TVyeP6qI
First Principles: building a high performance network in the public cloud: https://www.youtube.com/watch?v=ca_OGqCVHDM
First Principles: superclusters with RDMA—Ultra-high performance at massive scale: https://www.youtube.com/watch?v=_qJIVJ9YmL0
First Principles: using redundancy and recovery to achieve high durability in OCI Object Storage: https://www.youtube.com/watch?v=TbxpIBfr9Zw
First Principles: making Kubernetes serverless with OCI’s Virtual Nodes: https://www.youtube.com/watch?v=Bvn_2o-h2Ec
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Cloud Networking – https://www.oracle.com/cloud/networking/
Multicloud – https://www.oracle.com/cloud/multicloud/
Cloud Economics – https://www.oracle.com/cloud/economics/
Cloud Computing Defined – https://www.oracle.com/cloud/what-is-cloud-computing/
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