class MemoryManager:
    def __init__(self, workspace_id):
        self.workspace_id = workspace_id
        self.memories = []

    def add_memory(self, content, memory_type="short", tags=None):
        pass

    def retrieve_memories(self, query=None, memory_type=None):
        pass

    def compress_memories(self):
        pass