tftsr_ai/roles/qdrant

Role: qdrant

Purpose

Deploy Qdrant vector database for retrieval-augmented generation (RAG) in Open WebUI.

Container Configuration

Setting	Value
Image	qdrant/qdrant:latest
HTTP port	6333
gRPC port	6334
Volume	/mnt/ai_data/qdrant:/qdrant/storage

Integration with Open WebUI

Open WebUI is configured to use Qdrant as its vector database backend:

Open WebUI Env Var	Value
VECTOR_DB	qdrant
QDRANT_URI	http://host.docker.internal:6333

Collections

Collections are auto-managed by Open WebUI. When a user uploads documents or enables RAG for a conversation, Open WebUI automatically creates and populates the necessary Qdrant collections. No manual collection management is required.

Backup

To back up the Qdrant data:

# Stop the container to ensure data consistency
docker stop qdrant

# Archive the data directory
tar -czf qdrant_backup_$(date +%Y%m%d).tar.gz /mnt/ai_data/qdrant

# Restart the container
docker start qdrant

Tags

ansible-playbook playbooks/site.yml --tags qdrant