Methods, program products, and systems implementing integrated repository of structured and unstructured data are disclosed. An integrated environment is provided for accessing structured data (e.g., data of a relational database) and unstructured data (e.g., data stored in a text or binary file), including creating, managing, modifying, and searching the structured data and unstructured data. The integrated environment can include an integrated user interface, a set of commands and application programming interface (API), and storage for a relational database and a document repository. The integrated environment can include a database abstraction layer that allows database operations on both the structured data and the unstructured data.