Part 4/13:
Additionally, the system appends the speaker's identity and the message content within a formatted string, e.g., "User [15 Jan 2024, 10:30 AM] - How are you?". This enriches the memory record with both temporal and conversational context, facilitating better reasoning and self-awareness.
Saving and Consolidating Memories
To minimize redundant processing, the developer emphasizes saving summarized notes and associated metadata—UUIDs, timestamps, and vector representations—after each interaction. This approach aligns with how human memory works: distilling raw experiences into gist-like summaries that are easier to retrieve later.