Legal Agent Architecture Design

Design a LangChain-based agent architecture for automated compliance auditing. Define the primary agent's role, the tools it will use (e.g., Milvus for retrieval, Mistral Nemo for reasoning), and how it will achieve self-transparency and causal reasoning. Outline the module responsible for 'pessimistic verification' and how it integrates into the overall audit workflow.