SurrealDB

Multi-model database with vector search, graph queries, full-text keyword search, and real-time subscriptions for hybrid vector+keyword+graph retrieval. Ideal for multimodal RAG in full-stack apps. More versatile than pure vector DBs like Qdrant with embedded/multi-model support.