Feature Area

Agent capabilities

Is your feature request related to a an existing bug? Please link it here.

No

Describe the solution you'd like

Currently, agents share a ​​global memory space​​ without isolation. This makes it impossible to:

• Scope memories to specific entities (e.g., users, accounts, sessions).
• Retrieve memories contextually (e.g., fetch only memories tied to account_id=123).
• Prevent accidental data leakage across logical boundaries.

Which will have the following Benefits

✅ ​​Multi-tenancy​​: Isolate memories per user/account/context.
✅ ​​Contextual Recall​​: Agents fetch only relevant memories.

Describe alternatives you've considered

No response

Additional context

No response

Willingness to Contribute

Yes, I'd be happy to submit a pull request