| Example | Description |
|---|---|
| Standalone Memory Manager CRUD | Add, get, delete, and replace user memories manually. |
| Memory Creation | Create user memories from direct text and from a message list using MemoryManager. |
| Custom Memory Capture Instructions | Customize memory capture instructions and compare the results with a default memory manager. |
| Search User Memories | Search user memories using different retrieval methods such as last_n, first_n, and agentic retrieval. |
| Control Memory Database Tools | Control which memory database operations are available to the AI model using DB tool flags. |
Memory Manager
Memory Manager
The Memory Manager handles user memory CRUD and retrieval operations.