Develop Anomaly Detection Logic and Tooling

Based on the VLM's output, implement the core anomaly detection logic within your agent. This might involve parsing VLM descriptions for keywords, checking for the presence/absence of expected items, or comparing observed states against predefined norms. Create custom LangChain tools if necessary to assist in this process (e.g., a rule-based anomaly checker).