Dell Products Inc.

Kuntal Atulbhai Patel

Vinay Sawal

Vivek Dharmadhikari

Sachinrao Chittaranjan Panemangalore

Gavin Richard Cato

Joseph LaSalle White

Krishnamurthy Subramanian

Aspects of the present disclosure relate to systems and methods that help automate the generation of a test vector. Every functional product, be it a service, device, or combination thereof, has one or more documents associated with it. These documents may include such documentation as: (1) Release Notes; (2) Configuration Guides; (3) command line interfaces (CLIs)/application program interfaces (APIs); (4) Data Sheets; (5) Installation Guides; (6) User Manuals; (7) Errata notices; and (8) other documentation. In embodiments, command data-models and ranges and sequence of valid inputs to the data-model are extracted from natural language expressions in documentation related to a specific product. In embodiments, this extracted information is used to generate one or more table of attributes and properties or constraints about which a test vector may be generated for testing a command.

Test vector generation from documentation

Aspects of the present disclosure relate to systems and methods that help a user manage a functional product. Every functional product, be it a service, device, or combination thereof, has one or more documents associated with it. These documents may include such documentation as: (1) Release Notes; (2) Configuration Guides; (3) command line interfaces (CLIs)/application program interfaces (APIs); (4) Data Sheets; (5) Installation Guides; (6) User Manuals; (7) Errata notices; and (8) other documentation. In embodiments, command extracted from the documents along with features available in the functional product and user history (if any) may be used to help suggest one or more commands for a user managing or using the functional product.

User-specific customization for command interface

Aspects of the present disclosure relate to systems and methods that help automate the validation of a configuration of a functional product. Every functional product, be it a service, device, or combination thereof, has one or more documents associated with it. These documents may include such documentation as: (1) Release Notes; (2) Configuration Guides; (3) command line interfaces (CLIs)/application program interfaces (APIs); (4) Data Sheets; (5) Installation Guides; (6) User Manuals; (7) Errata notices; and (8) other documentation. In embodiments, datatset used for validating a configuration setting may be extracted using natural language processing from technical documentation. In embodiments, this extracted information is used to validate a design vector representing a configuration setting.

Validation using natural language processing

Aspects of the present invention provide a more universal, easy, natural, and vendor-agnostic interface to configure, manage, and/or monitor devices in networks. In embodiments, a user-friendly natural language interface voice interface may be used to 'live chat' with one or more devices. In embodiments, a natural language input from a user intended for a target device is received and converted into one or more properly formed commands that are target-specific for the target device and may be executed by the target device. In embodiments, results from the execution of the one or more commands may be appropriately formatted for presentation to the user.

Voice-based input using natural language processing for interfacing with one or more devices

Aspects of the present invention provide a more universal, easy, natural, and vendor-agnostic interface to configure, manage, and/or monitor devices in networks. In embodiments, a user-friendly natural language interface, such as a chat or messaging interface, may be used to 'live chat' with one or more devices. In embodiments, a natural language input from a user intended for a target device is received and converted into one or more properly formed commands that are target-specific for the target device and may be executed by the target device. In embodiments, results from the execution of the one or more commands may be appropriately formatted for presentation to the user.

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San Jose, CA, United States of America

Kuntal Atulbhai Patel