Abstract: Exemplary systems and methods are provided for generating natural language responses to input queries by receiving a first input query; determining one or more of characteristics of the input query; selecting, from a plurality of response modules, one or more response modules based on the one or more characteristics of the input query and one or more metrics associated with each of the one or more response modules, wherein each response module of the plurality of response modules comprises a plurality of machine learning models for generating a response to the input query; and generating one or more responses to the first input query using the selected one or more response modules.

Abstract: Systems and methods for dynamically allocating credit to a consumer or organization are disclosed. Transaction data for the consumer are stored and analyzed to determine whether or not to increase or decrease credit for the consumer. The systems and methods include analyzing past transaction data to determine whether or not a similar circumstance has faced the consumer in the past, whether or not the credit at that time was sufficient, and whether or not to change the present credit to the consumer in response.

Abstract: An in-situ foam generation apparatus includes a dissolution chamber that houses a polymer stick cavity or canister, a mixing chamber that houses a static mixer, and a foaming chamber that houses a mechanical agitator in fluid communication with a compressed air inlet. The chambers are in fluid communication with one another by way of a respective chamber inlet and outlet, with the mixing chamber being located between the dissolution and foaming chambers. A pressure regulator can be used to control the incoming aqueous solution pressure to the dissolution chamber. A nozzle exhaust is in fluid communication with the outlet of the foaming chamber. One or more polymer sticks that include one or more cleaning agent can be loaded into the cavity or canister of the dissolution chamber. An end consistency of the polymer stick can be in a range of partially solidified to fully solidified.

Abstract: An in-situ foam generation apparatus includes a dissolution chamber that houses a polymer stick cavity or canister, a mixing chamber that houses a static mixer, and a foaming chamber that houses a mechanical agitator in fluid communication with a compressed air inlet. The chambers are in fluid communication with one another by way of a respective chamber inlet and outlet, with the mixing chamber being located between the dissolution and foaming chambers. A pressure regulator can be used to control the incoming aqueous solution pressure to the dissolution chamber. A nozzle exhaust is in fluid communication with the outlet of the foaming chamber. One or more polymer sticks that include one or more cleaning agent can be loaded into the cavity or canister of the dissolution chamber. An end consistency of the polymer stick can be in a range of partially solidified to fully solidified.

Abstract: A medical lead adaptor assembly for making an electrical connection between a cardiac lead and an external medical device, with the cardiac lead including a lead connector pin for electrically coupling the cardiac lead to the lead adaptor assembly. The lead adaptor assembly includes a connector end assembly that electrically couples the lead adaptor assembly to the external device, a housing portion that has a lead receptacle portion including a lead receptacle that receives the lead connector pin of the cardiac lead to electrically couple the cardiac lead to the lead adaptor assembly, and a retaining flange that extends from the housing portion and has a retaining slot that receives and retains the cardiac lead to substantially prevent corruption of the electrical coupling of the cardiac lead to the lead adaptor assembly.