Build Ask My Document Feature in Oracle APEX: AI-Powered RAG in Oracle Database 23ai

Presented by: Karkuvelraja Thangamariappan, K Tech Business Solutions 

This session showcases a practical RAG-based AI Vector Search application built using PL/SQL on Oracle 23ai. Participants will explore how to extract text from PDFs using native Oracle capabilities and convert it into vector embeddings for intelligent retrieval. The solution allows users to ask natural language questions and receive precise, context-aware answers directly from their documents. By combining vector similarity search with advanced AI language models, the system ensures both accurate information discovery and coherent, human-like responses. The session highlights how Oracle 23ai simplifies enterprise-grade AI implementation securely within the database. This approach is particularly beneficial for researchers, legal professionals, and business analysts who work with large volumes of documentation. Attendees will leave with a clear understanding of how Oracle 23ai can power scalable, real-world AI-driven document intelligence solutions.