Structured recall: relevant long-term memory as a leading system message (omitted when empty), followed by the recent turns as user/assistant messages. This is what every framework memory interface actually needs, rather than a pre-formatted string.
system
user
assistant
Structured recall: relevant long-term memory as a leading
systemmessage (omitted when empty), followed by the recent turns asuser/assistantmessages. This is what every framework memory interface actually needs, rather than a pre-formatted string.