Memory-Aware Multi-Agent Architecture with LLM-based Orchestration for Conversational Recommendation

Emilly Pitman de Castro, Vanessa Silva, Gustavo Kanno +18

Conversational recommender systems often treat user sessions in isolation, limiting their ability to capture how user intent evolves over time. While large language models (LLMs) h…