LLMemory Multi-Tenant Patterns

Installation

uv add llmemory
# or
pip install llmemory

Overview

llmemory provides built-in multi-tenancy through the owner_id parameter. Every document operation is scoped to an owner, ensuring complete data isolation between tenants.

Key concepts:

• owner_id: Top-level tenant identifier (workspace, organization, customer)
• id_at_origin: Secondary identifier within owner (user, thread, project)
• Automatic filtering: All queries filtered by owner_id
• Schema isolation: Optional PostgreSQL schema per tenant