Azure Co Pilot and AI

ComponentRoleWhy It’s Needed
Copilot / Client ApplicationThe user-facing interface where a query or request is initiated.This is the starting point of the user’s interaction.
Azure API Management (APIM)Acts as a secure gateway for all API calls. It handles authentication, rate limiting, and request routing.It provides a secure, unified entry point and manages the API lifecycle.
Azure FunctionA serverless compute service that executes the business logic for the request. It orchestrates calls to other services.It performs the specific task requested by the user, such as a search or data retrieval.
Vector Database / Data SourceStores and manages the raw data and its vector embeddings, enabling semantic search to find relevant information.It allows the Copilot to understand the user’s intent and find highly relevant data, even if it doesn’t match a keyword.
Other ServicesExternal or internal systems (e.g., CRM, ERP) that provide live, real-time data or specific functionalities.They ensure the Copilot has access to the most current information and can perform dynamic tasks beyond a simple search.