Building scalable and persistent AI applications with LangChain, Instaclustr, and Azure NetApp Files

Table of Contents Abstract Introduction Prerequisites Workstation setup Instaclustr PostgreSQL deployment Database configuration Azure OpenAI deployment Using the chatbot Basic question and answer chatbot In-memory persistent chatbot PostgreSQL persistent chatbot Summary Additional Information Abstract This article explores LangChain and LangGraph for developing AI applications and highlights the benefits of using a…

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