I created an agentic workflow using Autogen, where multiple agents are stored in global variables and used as required. This worked well locally, but now I’m moving to production and setting up authentication for multiple users. I’m facing challenges on how to store these agents and their histories in Azure for each use case.

I tried to storing the chat history in the .pkl file in blob storage thats working but not able to store the multiple agents in the db

How can I efficiently manage the storage and retrieval of these agents and chat histories in Azure to ensure scalability and persistent storage?

Initially, I stored these agents and their histories in global variables, but I’m looking to transition this to a more robust solution suitable for a production environment

I’m considering using MongoDB for storing chat histories and agent configurations which I tried but not able to store the agents