Generative AI powered by your SQL data

See how you can use your SQL data as a robust backend for AI applications with semantic search and retrieval augmented generation. Azure SQL Database along with any SQL servers you connect to Azure integrate seamlessly with Azure AI Search and the Azure OpenAI Service, enabling natural language search capabilities within your SQL data.

Use this approach to enhance e-commerce platforms, financial data analysis, or CRM systems while using SQL's granular access management controls to ensure that data searches and generated responses are limited to specific user permissions.

► QUICK LINKS:
00:00 - Generative AI for your SQL workloads
00:33 - Retrieval Augmented Generation
01:00 - Granular access management
01:15 - Enable natural language search
01:54 - Connect vectorized SQL data
02:20 - Test generative AI responses
02:41 - Wrap up

► Link References

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[MichealAngeloArts]

Is there a complete A-Z walk-through tutorial available on how to perform this RAG system using Azure AI search and Azure OpenAI? Can you please provide a link.

[deshbirsingh]

How to do this if we have lots of tables with relationships. In AI search we can only connect it to a table or single view.