SingleStore vs Aerospike Choosing the Right Vector Database for Your AI Apps

SingleStore is a distributed relational SQL database that integrates vector search capabilities, allowing users to combine traditional database operations with vector search in one system. It offers multiple index types and SQL integration, making it suitable for applications with structured data alongside vectors, such as e-commerce platforms and content recommendation systems. Aerospike, on the other hand, is a NoSQL database designed for high-performance real-time applications, with its vector search capability currently in Preview and requiring early access from Aerospike. Its HNSW implementation and concurrent processing make it suitable for use cases like real-time recommendation engines and live image similarity search. The choice between SingleStore and Aerospike depends on the user's needs, tech stack, team expertise, and real-time requirements, with thorough benchmarking using tools like VectorDBBench being key to making a decision.