Part 6/11:
Since raw memories can be lengthy, David emphasizes importance in summarization: the selected relevant memories are sorted chronologically and distilled into concise notes. This process mimics how human sleep consolidates and simplifies memories, enhancing the chatbot's understanding.
He notes that this summarization can be further improved by prefetching multiple nearby memories both before and after the relevant ones, to enrich context, especially as the database scales.
Crafting Prompts and Generating Responses
With the summarized memories and recent conversation snippets prepared, David constructs a comprehensive prompt. This includes:
An introductory agent description ("I am a chatbot named Raven…").
The summarized notes of past conversation.
The latest user messages.