AI
17/10/2025 – –
Auditorio 1
en
Building RAG AI Applications with MariaDB Vector and Python
Developer
Intermediate
Building AI applications on your own data offers many opportunities; Retrieval-Augmented Generation (RAG) can make LLMs more accurate and relevant. But where should you store your data and vectors?
Details
This talk argues that an open source, general-purpose database is the right building block of your technology stack rather than proprietary or vector-only solutions. We’ll show how keeping vectors alongside your operational data simplifies development and deployment.
For a developer audience, we will cover:
- what MariaDB is and how to use it with Python
- how MariaDB Vector works, and
- real-world demos from a recent RAG AI hackathon, showcasing practical applications from MCP Server over YouTube to Wikipedia and code you can reuse.
