Abstract: Solutions for data unification include: receiving a data record, the data record comprising a plurality of data fields; selecting, from among the plurality of data fields, a subset of the data fields, the subset of the data fields being fewer in number than the plurality of data fields, wherein selecting the subset of the data fields comprises: applying a first rule to select at least a first one of the data fields within the data record for inclusion in the subset of the data fields; using content of the subset of the data fields, generating a stable identifier (stableID) for the data record; and inserting the stableID into a primary key data field of the data record.

Abstract: Solutions for data unification include: receiving a data record, the data record comprising a plurality of data fields; selecting, from among the plurality of data fields, a subset of the data fields, the subset of the data fields being fewer in number than the plurality of data fields, wherein selecting the subset of the data fields comprises: applying a first rule to select at least a first one of the data fields within the data record for inclusion in the subset of the data fields; using content of the subset of the data fields, generating a stable identifier (stableID) for the data record; and inserting the stableID into a primary key data field of the data record.

Abstract: Solutions for data unification include: receiving a data record, the data record comprising a plurality of data fields; selecting, from among the plurality of data fields, a subset of the data fields, the subset of the data fields being fewer in number than the plurality of data fields, wherein selecting the subset of the data fields comprises: applying a first rule to select at least a first one of the data fields within the data record for inclusion in the subset of the data fields; using content of the subset of the data fields, generating a stable identifier (stableID) for the data record; and inserting the stableID into a primary key data field of the data record.

Abstract: Methods for interactive virtual assistant generation for assemblages are performed by systems and devices. Representations of existing assembly manuals of assemblages are received by a host service. The representations are received from users in the form of captured images and retrieved from websites of assemblage suppliers. The host service extracts information from representations including text and illustrations, and generates instructions including a first set of assembly instructions from the information and an instruction model, and a second set of prompt-response instructions from the information and a language model. The host service generates interactive smart manuals of assemblages using the first and second sets. Interactive smart manuals may be instances of virtual digital assistants specific to the assemblage. A user executes an interactive smart manual via a user interface (UI) and provides natural language prompts via the UI causing navigation through the manual.

Abstract: Methods for interactive virtual assistant generation for assemblages are performed by systems and devices. Representations of existing assembly manuals of assemblages are received by a host service. The representations are received from users in the form of captured images and retrieved from websites of assemblage suppliers. The host service extracts information from representations including text and illustrations, and generates instructions including a first set of assembly instructions from the information and an instruction model, and a second set of prompt-response instructions from the information and a language model. The host service generates interactive smart manuals of assemblages using the first and second sets. Interactive smart manuals may be instances of virtual digital assistants specific to the assemblage. A user executes an interactive smart manual via a user interface (UI) and provides natural language prompts via the UI causing navigation through the manual.