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Fabric Databases are based on Azure SQL Databases.

The support for vector search is included in both and it's a powerful feature to build AI architectures, either RAG or similar architectures depending on vector search features

Discover how powerful a vector search in a relational database inside the most complete platform for data engineering and analytics can be.

About Dennes Torres Data Platform MVP (2020-2023) Dennes is a DBA and Data Platform MVP (2020-2023) living in Malta who loves Data Platform, including Azure Data Platform, Microsoft Fabric, SQL Server and recently got involved by Generative AI. In the past, he was married with software development, resulting in a total of more than 20 years of experience between Data Platform, cloud and software development. He moved to Malta after more than 10 years leading devSQL PASS Chapter in Rio de Janeiro and now is a member of the leadership team of MMDPUG PASS Chapter in Malta organizing meetings, events, and webcasts about Microsoft Data Platform. He is an MCT, MCSE in Data Platforms and BI, with more titles in software development. He can be found working for DTower Software and speaking in SQL Saturdays around Europe

Fabric Databases and AI: Using vector search in Fabric Databases for AI architec
RAG on Azure SQL Server 2024-09-05 · 23:00

RAG (Retrieval Augmented Generation) is the most common approach used to get LLMs to answer questions grounded in a particular domain's data. How do you build a RAG solution on data already stored in SQL Server or Azure SQL? In this session you'll learn about existing and future options that you can start to use right tomorrow, leveraging Azure SQL as a vector store and taking advantage of its established performances, security and enterprise readiness!

Presented by Davide Mauri, Principal Product Manager on Azure SQL DB

** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack **

📌 Check out the RAGHack 2024 series here!

Pre-requisites: - Read the official rules and join the hack at https://aka.ms/raghack. No Purchase Necessary. Must be 18+ to enter. Contest ends 9/16/24.

RAG on Azure SQL Server
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