Abstract: In some embodiments, apparatuses and methods are provided herein useful to provide product search results. In some embodiments, a system includes a communication interface to provide a search interface of an e-commerce user interface to a plurality of user devices, a computer readable storage memory storing a product database and a set of computer executable instructions, and a control circuit configured to execute the set of computer executable instructions, causing the control circuit to: provide the search interface to a user device, receive a first query from the user device, generate, via a language model, a product list comprising a plurality of products, generate, via the language model, two or more dynamic categories; and provide, for display on the user device, the two or more dynamic categories for selection in the e-commerce user interface.

Abstract: In some embodiments, apparatuses and methods are provided herein useful to wheel-based power generation on a cart for transporting commercial products. In some embodiments, a system may include at least one wheel that rotates in multiple directions; a first shaft coupled to the at least one wheel; a rotation transmitter coupled to the at least one wheel and the first shaft; a first gear coupled to the first shaft; a second gear coupled to the first gear; a second shaft coupled to the second gear; and a generator coupled to the second shaft to generate power by converting rotation of the at least one wheel into an alternating current power output. The system may include a control unit coupled to the generator to convert the alternating current power output into a direct current power, and a power storage component coupled to the generator, to store the direct current power output.

Abstract: In some embodiments, apparatuses and methods are provided herein useful to provide product search results. In some embodiments, a system includes a communication interface to provide a search interface of a user interface to a plurality of user devices, a computer readable storage memory storing a product database and a set of computer executable instructions, and a control circuit to execute the set of computer executable instructions, causing the control circuit to: provide the search interface including a plurality of search modality options, receive a first query in a first modality from the search interface, generate, via a language model, a product results list based on the first query and the product database, receive a second query in a second modality from the search interface; and update, via the language model, the product results list based on the first query, the second query, and the product database.

Abstract: In some embodiments, apparatuses and methods are provided herein useful to wheel-based power generation on a cart for transporting commercial products. In some embodiments, a system may include at least one wheel that rotates in multiple directions; a first shaft coupled to the at least one wheel; a rotation transmitter coupled to the at least one wheel and the first shaft; a first gear coupled to the first shaft; a second gear coupled to the first gear; a second shaft coupled to the second gear; and a generator coupled to the second shaft to generate power by converting rotation of the at least one wheel into an alternating current power output. The system may include a control unit coupled to the generator to convert the alternating current power output into a direct current power, and a power storage component coupled to the generator, to store the direct current power output.