async def insert_memories(memories: list[EmbeddedMemory]):
    """
    Given a list of memories, insert them to the database
    """

    await client.upsert(
        collection_name=COLLECTION_NAME,
        points=[
            models.PointStruct(
                id=uuid4().hex,
                payload={
                    "user_id": memory.user_id,
                    "memory_text": memory.memory_text,
                    "date": memory.date
                },
                vector=memory.embedding
            )
            for memory in memories
        ]
    )

async def delete_records(point_ids):
    """
    Delete a list of point ids from the database
    """

    await client.delete(
        collection_name=COLLECTION_NAME,
        points_selector=models.PointIdsList(
            points=point_ids
        )
    )