Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Use Fabric tables as datasource in the Retrieval step.
Frontend
Architecture "TO-BE" implemented in a separated work item in the future.
The integration with Fabric will requiere to create another Azure Function as Microsoft Service to integrate with Fabric:
We need to prepare an specific function to connect to Fabric as Microservice in order to be used by multiple projects.