I am Bobur, one of the creators of Memori OSS memory engine. Memori plugs into the SQL databases (Postgres, MySQL, and others) you already use. Memori uses structured entity extraction, relationship mapping, and SQL-based retrieval to create transparent, portable, and queryable AI memory. Memori uses multiple agents working together to intelligently promote essential long-term memories to short-term storage for faster context injection.

With a single line of code memori.enable() any LLM gains the ability to remember conversations, learn from interactions, and maintain context across sessions.

I created an example with AutoGen. Please check this out and let me know your feedback.
https://github.com/Boburmirzo/autogen-multi-agent-memory

It would be great to have a built-in integration for Autogen. I am ready to contribute to developing this extension.