Enhance Example 8: Extend state persistence beyond basic JSON file storage

[pguso]

Build on the existing JSON file example to demonstrate state persistence concepts:

• Save and restore conversation history from JSON files, more detailed example
• Add a simple example showing how to resume a conversation
• Demonstrate saving agent memory/context
• Include a basic example comparing file vs SQLite storage
• Keep it simple and focused on understanding why/when persistence matters