1. A computer-implemented method comprising: extracting, by a computer of an in-memory database system, one or more facets from a corpus comprising data of one or more types of data and containing information, the in-memory database comprising one or more computing devices comprising non-transitory machine-readable storage media configured to host an in-memory database; disambiguating, by the computer, each of the one or more facets extracted from the corpus; generating, by the computer, one or more indices associated with the one or more facets respectively; and responsive to the computer receiving a search query from a client computer: processing, by the computer, fields in the search query, wherein the processing comprises at least one of address standardization, proximity boundaries, nickname interpretation, extraction of at least prefix, and generation of at least one non-literal key; constructing, by the computer, a second search query associated with the search query; scoring, by the computer, a match of one or more records against the second search query; adding, by the computer, the one or more records to a results list based on the scoring; retrieving, by the computer, each of the facets based on the associated index from a record of a partition comprising the one or more records of the results list of the in-memory database, wherein a collection of the in-memory database comprises one or more partitions, and wherein each respective facet indicates a hierarchical relation of data stored in the database relative to the one or more records of data, and wherein the computer receives the record of a respective facet from a second computer configured to search the one or more records of the partition storing the respective facet; and generating, by the computer, a suggested search query based on each of the facets.