Personalization and Context Management

Implement a simple persistent memory mechanism for your agent to 'remember' companies the user is tracking. When a user asks a question, the agent should first check its memory for tracked companies. Then, using its tools and **GPT-4o**, provide a personalized insight that incorporates both current data and the tracked context. Describe your approach to context management. Consider how **TPOT** could automate the creation of a baseline sentiment model from collected news data to enhance insights.