Automating Identification of Code Snippets for Library Suggestion Models

A method for adding a library model to a library knowledge base, comprising:

• receiving, by a device comprising a processor and a memory, a software program to be submitted as a library model;
• generating, by the device, a library configuration file by filling a configuration file template with extracted data to automatically populate a plurality of data fields in the library configuration file with information identifying the library model and a set of custom inputs for the library model, and passing a set of test cases from the set of custom inputs to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion in one of the data fields in the library configuration file;
• submitting, by the device, the library configuration file to a validator which validates the library configuration file to ensure that the library model is correctly formatted and satisfies predetermined library model constraints;
• and
• adding the library model to the library knowledge base if the library configuration file is correctly formatted and satisfies predetermined library model constraints.