Systems and methods are provided for training a machine learning model using a plurality of data related to a product and services support system to determine a plurality of parameters to be used to search for one or more results for an input stream and storing the plurality of parameters in one or more databases. Systems and methods further provide for receiving an input stream from a user computing device, parsing the input stream to generate a parsed input stream, translating the parsed input stream into one or more of the plurality of parameters output from the machine learning model to generate a search string, searching a knowledge base using the search string to determine one or more results associated with the parsed input stream, and providing at least one result of the one or more results associated with the parsed input stream to the user computing device.