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Build a Low Code RAG Application #JoelKallmanDay

· 14 min read
Adrian Png
Director of Innovation, AI and Cloud Solutions @ Insum, a Talan Company

A shelf full of encyclopedias

In previous blog posts, I described how you can create a question and answer application using LangChain and the Oracle Cloud Infrastructure (OCI) Generative AI service. With the Oracle Database 23ai release, we looked at the power of AI Vector Search. This no-cost, built-in database feature provides another alternative to create Retrieval Augmented Generation (RAG) applications using just PL/SQL. However, both solutions require a good amount of code. With the recent availability of the OCI Generative AI Agents service, you can rapidly create a RAG application using low code!