Qdrant Skills for AI Agents - Qdrant

What this post added

This post introduces 'Qdrant skills,' a new capability that encodes solutions architect knowledge for AI agents. These skills provide diagnostic decision trees for agents to navigate Qdrant's complex feature set, addressing issues like memory optimization, search quality, and scaling. The skills are organized by problem rather than feature, offering guidance on 'when' and 'why' to use specific Qdrant functionalities, and include 'what NOT to do' advice. This complements existing agentic retrieval system capabilities by providing the intelligence layer for agents to effectively manage and optimize Qdrant deployments.