Deploy and Scale

Plan Qdrant deployments, tenant isolation, and access control around your application requirements and expected growth.

Find Your Guide

Find practical guidance for the search problem or design decision you are working on.

A comprehensive guide to running vector search in production environments

Secure Your Data with Qdrant: Implementing RBAC

Choose payload partitioning, dedicated shards, tiered multitenancy, or separate collections for your tenants.

Use a worked example to put the guidance into practice.

Scope search to a version-controlled branch in Qdrant so a query returns that branch's live view, inherited from its ancestors.

Use the full reference when you need configuration details or an operating procedure.

Partition tenants in a single Qdrant collection with payload-based filtering and per-tenant indexes for clean isolation.

Size a Qdrant cluster by balancing RAM and disk for vectors, payload, indexes, replication, and quantization workloads.