Weaviate is an open-source, cloud-native vector database with GraphQL API, supporting hybrid search (vector+keyword), modules for ML integrations. It features HNSW indexing and auto-vectorization. Excels in knowledge graphs and multimodal RAG; vs Qdrant more schema-aware and modular.