Changes look good to me. once suggestion that you could consider is to rename the rerieve_user_proxy_agent.py as **RAG**_user_proxy_agent.py. _Originally posted by @pcdeadeasy in https://github.com/microsoft/autogen/pull/6#pullrequestreview-1645046358_