Analyze vector embeddings distribution. Shows dimensionality, magnitude statistics, density, and similarity patterns. Critical for understanding embedding quality.
This tool works seamlessly with the following services
Complete Weaviate vector database toolkit. All 32 tools for semantic search, vector operations, schema management, data quality, and batch operations. Perfect for AI-native applications.
Profile vectors, find anomalies, and validate quality. Analyze vector distributions, detect missing embeddings, validate properties, check data integrity, and ensure vector database health.