First Principles: Generative AI–Have You Talked to Your Database Lately? Part 2
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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
Like what you learned about SQL Dialogs Generative AI? Subscribe now https://social.ora.cl/60063aboY
For more architectural breakdowns, catch up on more First Principles videos:
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First Principles: inside OCI Container Instances: First Principles: inside OCI Containe...
First Principles: building a high performance network in the public cloud: First Principles: building a high per...
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First Principles: making Kubernetes serverless with OCI's Virtual Nodes: First Principles: making Kubernetes s...
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Oracle Cloud Infrastructure (OCI) - https://social.ora.cl/6005PnzTH
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Cloud Compute - https://social.ora.cl/6009Pnzk5
Cloud Networking - https://social.ora.cl/6007Pnzwc
Multicloud - https://social.ora.cl/6003Pnzjb
Cloud Economics - https://social.ora.cl/6003PnzoX
Cloud Computing Defined - https://social.ora.cl/6004PnzSm
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#OracleCloud #GenerativeAI #sql
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
Like what you learned about SQL Dialogs Generative AI? Subscribe now https://social.ora.cl/60063aboY
For more architectural breakdowns, catch up on more First Principles videos:
First Principles: eliminating VM downtime with OCI's Live Migration: First Principles: eliminating VM down...
First Principles: inside OCI Container Instances: First Principles: inside OCI Containe...
First Principles: building a high performance network in the public cloud: First Principles: building a high per...
First Principles: superclusters with RDMA—Ultra-high performance at massive scale: First Principles: superclusters with ...
First Principles: using redundancy and recovery to achieve high durability in OCI Object Storage: First Principles: using redundancy an...
First Principles: making Kubernetes serverless with OCI's Virtual Nodes: First Principles: making Kubernetes s...
Contact Cloud Platform Sales: https://social.ora.cl/6004zuD5G
Oracle Cloud Infrastructure (OCI) - https://social.ora.cl/6005PnzTH
Join us at Oracle CloudWorld - https://social.ora.cl/6007PuGg5
Cloud Storage - https://social.ora.cl/6006Pnzn8
Cloud Compute - https://social.ora.cl/6009Pnzk5
Cloud Networking - https://social.ora.cl/6007Pnzwc
Multicloud - https://social.ora.cl/6003Pnzjb
Cloud Economics - https://social.ora.cl/6003PnzoX
Cloud Computing Defined - https://social.ora.cl/6004PnzSm
Follow us here:
LinkedIn: https://social.ora.cl/60013ab3t
Facebook: https://social.ora.cl/60003abOn
Instagram: https://social.ora.cl/60083abPj
Twitter: https://social.ora.cl/60003abur
#OracleCloud #GenerativeAI #sql
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