Thinking Outside the Bot with 2025 Hackathon Winners - Qdrant

What this post added

This post details the winners and honorable mentions of the 2025 Qdrant Hackathon, highlighting diverse applications of vector search. Projects like 'Vector Vintage' showcase 3D product exploration using embeddings, Qdrant similarity search, and Neo4j for graph curation. 'RoboBank' uses Qdrant for trajectory memory and reflex suggestions in robotics. 'Spatio-Temporal NPCs' leverage Qdrant for subconscious memory with CLIP and text embeddings tagged with locations. Other projects demonstrate route-aware event discovery with hybrid search, personality matching for social platforms, AI choreography for dance, and multi-modal classroom assistants integrating speech, video, and documents with Qdrant retrieval. The post also mentions the use of Qdrant Edge for future edge technologies.