This directory contains the initialization setup for Qdrant to automatically create the "documents" collection when the system starts.

The initialization service:

1. Waits for Qdrant to be ready
2. Checks if the "documents" collection already exists
3. Creates the "documents" collection if it doesn't exist

The "documents" collection is created with the following configuration:

• Vector size: 1536 (compatible with OpenAI embeddings)
• Distance metric: Cosine similarity
• Optimizers: Default segment number of 2
• Replication factor: 1

• init.py - Main initialization script
• Dockerfile - Container configuration for the init service
• requirements.txt - Python dependencies

The initialization service runs automatically when you start the Docker Compose stack. It will:

• Run once when the system starts
• Exit after successful initialization
• Not restart automatically (restart: "no")

To manually run the initialization:

docker-compose up qdrant-init

• QDRANT_URL - URL of the Qdrant service (default: http://qdrant:6333)