user
How did John Mosquera ensure the HR chatbot provided personalized recommendations based on employee roles and departments?
assistant
John integrated employee data with the chatbot's knowledge base, allowing it to provide personalized recommendations based on roles and departments. He also incorporated user preferences and history to tailor recommendations. John ensured personalized recommendations by integrating employee data and user preferences.