Disadvantages of RDBMS
Until recently, no support for complex objects such as documents, video, images, spatial or time-series data. (ORDBMS are adding support these).
Often poor support for storage of complex objects. (Disassembling the car to park it in the garage)
Still no efficient and effective integrated support for things like text searching within fields.