async def extract_memories_from_messages(messages):
    transcript = json.dumps(messages)
    with dspy.context(lm=dspy.LM(model=MODEL_NAME)):
        out = await memory_extractor.acall(transcript=transcript)
    return out.memories # returns a list of memories