Ultralab qdrant store

★ 7.0 · n8n · simple · 2 nodes

Ultralab qdrant store is an n8n automation template for storing, semantically searching, and managing vector data via Qdrant. Reach for it when you need semantic search over your own document base, want to deduplicate or cluster accumulated data without manual labeling, or are building an analytics pipeline that requires pushing embeddings into a centralized vector store. The template comprises 8 interconnected workflows triggered by webhook; the flows cover writing vectors to Qdrant, semantic search, clustering, and meta-analysis — forming a cohesive research or analytical pipeline.