From the course: Building RAG Solutions with Azure AI Foundry (Formerly Azure AI Studio)
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Understanding prompt flow
From the course: Building RAG Solutions with Azure AI Foundry (Formerly Azure AI Studio)
Understanding prompt flow
Prompt Flow is an orchestrator or organizer that connects your LLM data source system prompts and user inputs into a well connected system. It provides us with a comprehensive solution that simplifies the process of prototyping, experimenting, iterating, and deploying your AI applications. What I like about Prompt Flow is that it provides you with a directed acyclic graph in order for you to visualize how each component of the flow interacts with each other. This will help you understand how the system works under the hood. Azure AI Studio then provides you an interactive interface to set each component as needed. In addition, it gives you a simple to use evaluation mechanism that lets you test the performance of the system based on a different set of system message scenarios. An LLM system will have different behaviors, functionality, and outcomes based on how you set the system message. Instead of manually testing and recording…
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