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AI Vector Search - Complete RAG Application using PL/SQL in Oracle Database 23ai

About This Workshop

Youtube Video

About This Workshop
There are several ways to build RAG applications with AI Vector Search in Oracle Database 23ai. You can implement the essential steps of Retrieval Augmented Generation (RAG) outside the database with LangChain, LlamaIndex, etc. or inside the database with PL/SQL using the DBMS_VECTOR_CHAIN. By utilizing the PL/SQL package DBMS_VECTOR_CHAIN, a comprehensive RAG solution can be developed. This package can be invoked from any application front end. Since it resides in the database, it offers enhanced customization, scalability, and security.

Workshop Info

2 hours
  • Lab 1 - Build and run the RAG application with Jupyter notebook
  • Lab 2 - Run the RAG application with an interactive user interface
  • Familiarity with Database is desirable, but not required
  • Familiarity with ORDS is helpful
  • Familiarity with LLM  is helpful

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