Generative AI Technical Pattern: Chat with Your Data
The "Chat with Your Data" reference architecture is a modern, transformative solution designed for businesses that need to streamline their knowledge retrieval and synthesis. It empowers users to engage with their data repositories in an intuitive conversational manner, leveraging the latest in AI-driven insights. This architecture is ideal for companies looking to enhance their customer service, decision-making, and overall data accessibility. With a system built on the Microsoft Azure platform, organizations can confidently offer a sophisticated, AI-enhanced experience that allows end-users to ask questions and receive information as if they were chatting with a knowledgeable human assistant.
In an era where information is paramount, Microsoft presents the "Build Your Own AI Assistant" reference architecture. Azure API Management (APIM) is a cloud-based service that enables you to create, publish and manage cloud services effectively. As businesses increasingly rely on cloud services, the imperative for robust cloud solutions has never been greater. The Azure OpenAI Chat Baseline Architecture within an Azure landing zone is a critical framework for leveraging AI technologies.
Introduction to Cosmos DB
First, let’s provide an overview of how Cosmos DB is being used in this scenario.
Advances in Language Models
The recent advances in Large Language Models (LLMs) have created opportunities for businesses to gain new insights and improve their data processing capabilities.
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