CulinaryDB is a repository of structured data of recipes and ingredients across over 22 world regions, intended to enable data-driven explorations of recipes. In conjunction with data of flavor molecules from FlavorDB, CulinaryDB facilitates multi-level analysis of traditional recipes (recipes, ingredient composition and flavor pairing). Insights obtained from underlying patterns in traditional cuisines can be leveraged for applications aimed at generating novel flavor pairings and tweaking recipes for better nutrition and health.