The problem this solves
Multi-agent systems need more than isolated vector stores. They need reusable knowledge that can be promoted, scoped, audited, and retrieved by the right agent at the right time.
Use case / Open Source AI Memory Database
Shared Memory for AI Agents
Memorose supports shared memory patterns where multiple agents can reuse durable organization knowledge while user, namespace, domain, and stream boundaries remain explicit.
How Memorose handles it
Memorose lets private memories become graph-linked insights and organization-level knowledge, giving teams a path from personal recall to shared agent context.
runtime example
curl "$BASE_URL/v1/organizations/default/knowledge" \
-H "Authorization: Bearer $TOKEN"