Building ChatGPT-Like Experiences with Azure: A Guide to Retrieval Augmented Generation for JavaScript applications

This post discusses how to revolutionize the customer support experience using Azure OpenAI Service and Azure Cognitive Search SDK. The post provides an overview of the Retrieval Augmented Generation (RAG) architecture and its key components. It also delves into the trustworthiness evaluation, data preparation, prompt construction, orchestration of interaction, UX settings customization, and performance monitoring and tracing. The sample documentation and resources provided enable JavaScript developers to easily integrate the RAG pattern into their applications. The post concludes by highlighting the promising future of customer support with the convergence of AI technologies and the RAG pattern.