AI Agent Multi Tenant 2026

Company A and Company B both use your Agent service—A's data must not be visible to B. A multi-tenant architecture allows a single Agent instance to securely serve multiple customers.

💡 What You Will Learn

Company A and Company B both use your Agent service—A's data must not be visible to B. A multi-tenant architecture allows a single Agent instance to securely serve multiple customers.

def search_knowledge_base(query, tenant_id):
    results = vector_store.similarity_search(
        query,
        filter={"tenant_id": tenant_id}  # 
    )

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Summary

class TenantAwareAgent:
    def __init__(self, tenant_id):
        self.tenant_id = tenant_id

    def search_knowledge(self, query):
        # tenant_id
        results = vector_store.similarity_search(
            query,
            filter={"tenant_id": self.tenant_id}
        )
        return results