Episode
Vectors, AI, Agents- how AI will change the way users interact with databases
with Davide Mauri
Discover how AI is revolutionizing the way users and developers interact with databases. In this session, 'Vectors, AI, Agents: How AI Will Change the Way Users Interact with Databases,' we will explore how intelligent agents can generate and execute T-SQL queries to retrieve the precise information requested by users or developers. Dive into the foundational role of vectors in powering these agent-driven interactions and see how SQL Server can serve as the backbone for creating modern, AI-augmented applications. Additionally, gain insights into the critical security implications of these advancements and learn best practices for safeguarding your data in this AI-driven paradigm. Whether you're a database developer or a technology strategist, this session will equip you with the tools and understanding to leverage AI for the next generation of database interactions.
Chapters
- 00:00 - Welcome and Intro
- 00:40 - Agenda
- 00:58 - AI Agents
- 02:21 - Vectors and Embeddings
- 03:48 - Building an end-to-end Agentic solution
- 06:11 - Why AI Agents are revolutionary
- 07:18 - Agentic RAG
- 08:16 - Add AI Agents to your apps
- 09:27 - Azure SQL DB Samples AI Agenting RAG Search
- 10:48 - Demo
- 28:03 - Resources (links below)
Recommended resources
- Learn
- Azure SQL DB Samples AI Search
- Chatbot Demo on insurance sample data
- Azure SQL DevBlogs
- Developer Resources
Related episodes
Discover how AI is revolutionizing the way users and developers interact with databases. In this session, 'Vectors, AI, Agents: How AI Will Change the Way Users Interact with Databases,' we will explore how intelligent agents can generate and execute T-SQL queries to retrieve the precise information requested by users or developers. Dive into the foundational role of vectors in powering these agent-driven interactions and see how SQL Server can serve as the backbone for creating modern, AI-augmented applications. Additionally, gain insights into the critical security implications of these advancements and learn best practices for safeguarding your data in this AI-driven paradigm. Whether you're a database developer or a technology strategist, this session will equip you with the tools and understanding to leverage AI for the next generation of database interactions.
Chapters
- 00:00 - Welcome and Intro
- 00:40 - Agenda
- 00:58 - AI Agents
- 02:21 - Vectors and Embeddings
- 03:48 - Building an end-to-end Agentic solution
- 06:11 - Why AI Agents are revolutionary
- 07:18 - Agentic RAG
- 08:16 - Add AI Agents to your apps
- 09:27 - Azure SQL DB Samples AI Agenting RAG Search
- 10:48 - Demo
- 28:03 - Resources (links below)
Recommended resources
- Learn
- Azure SQL DB Samples AI Search
- Chatbot Demo on insurance sample data
- Azure SQL DevBlogs
- Developer Resources