MLOps & Vector DB Cheat Sheet

Qdrant Quick Commands

• GET /collections: List collections
• PUT /collections/{name}: Create a collection

Embedding Models

• text-embedding-ada-002 (OpenAI): 1536 dimensions
• all-MiniLM-L6-v2 (HuggingFace): 384 dimensions