RAG in Java — Learn the basics (no AI frameworks)
Автор: Programming Brain
Загружено: 2025-01-31
Просмотров: 5406
In this video, Alejandro Duarte explain how Retrieval-Augmented Generation (RAG) works and implements a Generative AI application using Java (with no frameworks), MariaDB (for vector search), and LocalAI (for embeddings and LLM chat) so you don't have to consume a web service or expose your data to third parties.
Links:
►Source code: https://github.com/alejandro-du/maria...
►Source code (with Open API): https://github.com/alejandro-du/maria...
►Docs: https://mariadb.com/kb/en/vectors/
0:00 Intro
0:13 How RAG works
1:46 Demo app
3:57 Computing vector embeddings
7:11 Storing vector embeddings
8:46 Vector search
13:50 Building the LLM prompt
16:26 Running the demo
#Programming #SQL #Java #AI #LLM #SLM #embedders #vectors #java
Contact me:
►Twitter: / alejandro_du
►LinkedIn: / alejandroduarte
►Website: https://www.programmingbrain.com
About me:
I'm a published author, software engineer, and Developer Relations Engineer at MariaDB plc. I talk mostly about MariaDB, Java, Vaadin, and MyBatis. Follow their channels too:
▶ / java
▶ / mariadb
▶ / vaadinofficial
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