AI-driven Customer Support Agent

Design a customer support AI agent that intelligently handles user inquiries by retrieving relevant knowledge base articles and generating multistep interactions. Discuss the data ingestion strategy, the embedding approach for queries and responses, the model architecture, evaluation methods, cost implications, safety measures to prevent misinformation, and monitoring techniques for continual improvement.