Vespa vs ClickHouse Choosing the Right Vector Database for Your AI Apps

Vespa and ClickHouse are both powerful tools used in AI applications, but they serve different purposes. Vespa is a purpose-built vector database designed to handle multiple types of searches all at once, including vector search, text search, and structured data search. It's great for handling large amounts of data without slowing down and can automatically scale up to handle more data or traffic. ClickHouse, on the other hand, is an open-source column-oriented database with vector search capabilities as an add-on. It's great for analytical queries because of its fully parallelized query pipeline and high compression ratios. The choice between Vespa and ClickHouse depends on your specific use case and operational requirements.