Apache Cassandra and ClickHouse are two popular options for handling vector data in AI applications. Both technologies have their strengths, with Cassandra excelling at large-scale, distributed systems that prioritize high availability and fault tolerance, while ClickHouse shines in environments requiring fast, real-time analytics on large datasets with advanced query capabilities. The choice between the two depends on specific use cases and requirements for handling vector data efficiently.