Abstract: There is significant manual work in analyzing product reviews. Even if there are sufficient resources, human reviews can be inconsistent and subjective. A product review analysis platform leveraging engineered prompts and a large language model can address some of these issues. The platform includes a pipeline to summarize reviews, produce sentiment scores to rating categories, detect negative sentiment, extract main categories tags, extract sub-categories tags within a main categories tag, and produce weekly summaries. A dashboard can be included to visualize the enriched reviews. In some cases, synthetic users may fill in data gaps. An action recommendation engine can be included to determine appropriate resolutions. In some cases, the feature vectors generated by the large language model in response to receiving an engineered prompt can be stored in a vector database along with appropriate resolutions, such that incoming reviews can be routed appropriately using the vector database.

Abstract: Systems and methods for data streaming with attribute-based access control. A client apparatus in a data streaming system receives a message via a data stream, form a data stream provider. The message has a schema version of the schema associated therewith. The client apparatus processes the message to retrieve a record, the record including a data item and a data tag corresponding to the data item. The client apparatus, with reference to the schema version, determine whether an identifier (e.g., client ID) of with the client apparatus has permission to access the data item associated with the data tag. After detecting that the identifier does not have permission to access data associated with the data tag, the client apparatus masks the data item to produce a masked data record. The client apparatus releases the masked data record for further processing by the client apparatus.

Abstract: A device may receive image data that includes an image of a document and lexicon data identifying a lexicon, and may perform an extraction technique on the image data to identify at least one field in the document. The device may utilize form segmentation to automatically generate label data identifying labels for the image data, and may process the image data, the label data, and data identifying the at least one field, with a first model, to identify visual features. The device may process the image data and the visual features, with a second model, to identify sequences of characters, and may process the image data and the sequences of characters, with a third model, to identify strings of characters. The device may compare the lexicon data and the strings of characters to generate verified strings of characters that may be utilized to generate a digitized document.

Abstract: A device may receive image data that includes an image of a document and lexicon data identifying a lexicon, and may perform an extraction technique on the image data to identify at least one field in the document. The device may utilize form segmentation to automatically generate label data identifying labels for the image data, and may process the image data, the label data, and data identifying the at least one field, with a first model, to identify visual features. The device may process the image data and the visual features, with a second model, to identify sequences of characters, and may process the image data and the sequences of characters, with a third model, to identify strings of characters. The device may compare the lexicon data and the strings of characters to generate verified strings of characters that may be utilized to generate a digitized document.

Abstract: This invention relates to fetching a first formula associated with the first person, wherein the first formula provides a right mix of the first and second mineral with respect to the first person, the right mix referring to a volume required for the first and second mineral. Even further, this invention, based on the first formula, adds the right mix of the first and second minerals with the water into the buffered compartment for the first person. Even more further, this invention relates to serving the mixed water to the first person.

Abstract: Systems and methods are provided concerning waste discharging for aiding patients concerning prostate irregularities. According to one embodiment, this invention includes a waste discharging system for aiding patients concerning prostate irregularities comprising a toilet shared by many persons, a detector detecting that urination occurs, a RFID reader attached to the toilet, a RFID tag associated with a person with prostate concerns, a urine collector attached to the toilet, a pressure sensor associated with the toilet, a timer associated with the toilet, an IR transceiver associated with the toilet, an IR transceiver associated with the door; and a camera outside a door of a room containing the toilet, wherein the camera is used to capture identities of persons detected with prostate irregularities but without associating with RFID tag.

Abstract: A sea filtration system is provided for preventing users to dispose improper waste into sewage systems. In one embodiment, a sea filtration system includes a sewage system, a camera mounted outside a toilet room, wherein the camera is configured to capture a wrongful act by the user by capturing a face of a user after the user leaving the toilet room when industrial waste is detected, a toilet connecting to the sewage system, a computer server connecting to the toilet, a compartment in the toilet, when flushed, hold on to the industrial waste without flushing into the sewage system, a blockage sensor, an industrial waste sensor configured to detect if industrial waste is being flushed, and a toxic waste sensor configured to detect if toxic waste is being flushed.

Abstract: Systems and methods are provided for handling trash containing non-recyclable substances. According to one embodiment, a system is provided for handling trash containing non-recyclable substances, poisonous substances, and human remains, for billing trash owners for billable trash items, and for crediting the trash owners for trash containing recyclable substances.

Abstract: The present invention relates to data query technologies, and provides a method for generating a financial report, comprising: generating a query instance module in an operation window when a user dragging and dropping a query instance button in the operation window is detected; generating a query condition input module which is then inserted into the query instance module when the user dragging and dropping a query condition button to said generated query instance module is detected; generating a report template selection module which is then inserted into the query instance module when the user dragging and dropping a report template button to the query instance module is detected; searching data which satisfies a query condition when the user inputting the query condition into the query condition input module is detected; and organizing the searched data to generate a financial report through a selected report template and displaying the generated financial report in a resulting window when the user select

Abstract: Indexed registers in controller chips are read in a two-step process. First, an 8-bit write instruction writes an index into an index register in the controller chip. Secondly, a 16-bit read instruction reads both the index register and a data register selected by the index from the index register. When index registers are read in a multi-threaded system, programs in two different threads could access the same index register, each writing a different index into the index register. When another thread over-writes an index written by a current thread, the wrong index and the wrong data are read by the current thread. The current thread detects that the index was overwritten by another thread by extracting the index from the 16-bit read and comparing it to the desired index. When the extracted index mis-matches, the current thread retries, again writing the index and reading back both the index and data.