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OPEN WEBUI · POSTGRESQL · REDIS · VECTOR DB · RAG

Open WebUI Enterprise Hosting: Do Not Confuse One Container with Multi-Replica Production

Open WebUI starts easily with local state for a single instance, but multi-worker or multi-replica production needs shared infrastructure. Current scaling docs explicitly separate PostgreSQL, Redis, external vector DB and shared file storage steps.

sectors / 2026
01PostgreSQL
02Redis WebSocket
03External Vector DB
04Shared Storage
Updated · 18.08.2026
01
On this page

Why not use local ChromaDB for Open WebUI multi-replica?

Open WebUI documentation states the default ChromaDB uses local SQLite and can crash or corrupt under multi-worker/multi-replica access. Scaled deployments should use a client-server vector database or a separate Chroma HTTP server.

On this pageOpen WebUI Enterprise Hosting: Do Not Confuse One Container with Multi-Replica Production
01
Enterprise flow

Open WebUI multi-replica production architecture

A load balancer distributes traffic across Open WebUI instances; PostgreSQL stores app state, Redis coordinates WebSockets/sessions, external vector DB stores RAG data and shared storage holds files.

01Users
02Load Balancer
03Open WebUI Replicas
04PostgreSQL / Redis
05Vector DB / Storage
02
Single instance → cluster

Which component changes at each scaling stage?

Externalize shared/stateful components before adding replicas.

DatabaseSQLitePostgreSQLMulti-instance state
WebSocketLocalRedis managerCross-instance
Vector DBLocal ChromaClient-server DBMulti-worker safe
FilesLocal DATA_DIRShared FS/S3Replica consistency
03
RAG production

Scaling only the vector database is not enough for RAG

Content extraction, embedding engines and file storage must also be suitable for multi-instance operation. Documentation suggests external extraction such as Tika and external embedding engines such as Ollama/OpenAI.

External vector DB
External extraction
Embedding engine
Shared upload storage
Upload limits
Monitor RAG latency
04
Health and containers

Verify Open WebUI production state

Adapt container names to your deployment.

Command 1
curl -sS http://127.0.0.1:3000/health
Command 2
docker compose ps
Command 3
docker stats --no-stream
Command 4
docker compose logs --tail=100 open-webui
Command 5
ss -lntp | grep ':3000'
05
Multi-user security

Control data access as carefully as model access

Manage user/group permissions, knowledge-base access, upload limits, model/API keys and admin policies together.

Consider SSO/OAuth
Knowledge permissions
Upload restrictions
Secret management
Audit/logging
Backup/restore
Official documentation

Official sources

Open WebUIScalingdocs.openwebui.comOpen WebUIEnvironment Configurationdocs.openwebui.comOpen WebUIKubernetes Helmdocs.openwebui.comOpen WebUIRedis WebSocketdocs.openwebui.com
FAQ

Frequently asked questions

Is PostgreSQL required for Open WebUI multi-replica?

The current scaling guide recommends PostgreSQL as an early step for multi-instance or more reliable deployments.

Why is Redis needed?

It coordinates cross-instance WebSocket/session state across replicas.

Can local ChromaDB be used with multiple workers?

Documentation says the local SQLite-backed ChromaDB is unsafe for multi-worker/multi-replica use.

EKA YAZILIM VE BİLİŞİM SİSTEMLERİ

Plan Open WebUI around replicas, RAG and file load

Share concurrent users, RAG documents, upload volume and model backends; we can design PostgreSQL/Redis/vector DB/storage topology.

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