The automation of knowledge graph creation using LLMs not only streamlines the initial setup but also enhances adaptability as your data evolves. It can be beneficial to implement version control for your graph schema, ensuring you can safely iterate and refine your knowledge graph over time without losing historical data. This approach can also facilitate collaboration when multiple teams are involved in data updates.