You can create a function calling, the parameter is the user_id or a fingerprint of the user for backend. then, get all data from your database, returned as a JSON object, then, you will get the result.
The prompt will looks like:
"""
you are a professional medical history recorder, write a short summary about the user's medical history, use tool_call when possible.
the current user_id is: abcd12345
"""
your tool_call description should be set clearly, looks like:
The prompt will looks like:
""" you are a professional medical history recorder, write a short summary about the user's medical history, use tool_call when possible.
the current user_id is: abcd12345 """
your tool_call description should be set clearly, looks like:
""" get medical history by given user_id """