Abstract: Storage service version configuration data is obtained at a time when a data storage node cluster starts a data storage service based on a debugging mode. Based on the storage service version configuration data and data storage node cluster topology information, graph metadata of the distributed graph database is created at a time when no data storage service is provided, where the graph metadata includes a storage service version configuration field populated with the storage service version configuration data and a node metadata field of each data storage node. Node metadata information of the data storage node is obtained at a time when the data storage node cluster starts the data storage service based on a normal mode. The obtained node metadata information of the data storage node is filed into a corresponding node metadata field of the graph metadata to obtain managed graph metadata.

Abstract: This disclosure relates to systems and methods related to smart sharing options for a shared digital asset (DA) library. An example method performed by a system includes: initiating a camera session; identifying a sharable DA trigger; capturing a DA during the camera session after identifying the sharable DA trigger; and selecting the captured DA for the shared DA library based on the identified sharable DA trigger.

Abstract: Systems, methods, and articles of manufacture, including computer program products, provide a system including at least one data processor and at least one memory storing instructions which, when executed by the at least one data processor, cause operations comprising: generating, by a database execution engine, a query plan including a plurality of operators; inserting, by the database execution engine, an enforce compilation operator into the query plan that includes the plurality of operators, the plurality of operators comprising a first operator, the enforce compilation operator, and a second operator; executing at least the first operator of the query plan; in response to executing the first operator, evaluating, by the database execution engine, an output of the first operator to determine whether a condition is satisfied; and in response to the condition being satisfied, triggering, by the database execution engine, a just-in-time compilation of the second operator.

Abstract: In a cloud database system employing multiple types of storage, such as external object store, managed object store. block storage, and compute node memory, each type of storage having different kinds of file organization, different types of data organization, different forms of storage access, and different latency and throughput costs, a system and method for caching different data transformations created during query executions involving different data stores. Transformed versions of data read from external object storage are saved to a multi-layered warehouse cache for use in subsequent query executions.

Abstract: Systems and methods for multi-image search can include obtaining two or more images and determining one or more search results that are based on the two or more images. The one or more search results can be determined based on determined shared attributes of the two or more images. The one or more search results may be based on feature embeddings associated with the two or more images. The two or more images may be obtained based on one or more user interactions with one or more databases.

Abstract: Disclosed herein is a method for predictive and real-time adaptive music recommendation. The method comprises the steps of: acquiring data, the data comprising biometric data and user input data, the user input data indicating a context in which a playlist of music items is to be used; analyzing the data to determine a user state profile including a physiological state and a psychological state; and generating the playlist based on the user state profile. A corresponding system for predictive and real-time adaptive music recommendation is also disclosed.

Abstract: A data processing method applied to the data warehouse system includes that a coordinator node allocates a data write request of a data table to a first computing node, and the first computing node checks whether target data corresponding to the data write request meets a constraint condition. If the check succeeds, a metadata cluster checks the target data again. If the check performed by the metadata cluster also succeeds, a cloud storage cluster writes the target data into the data table. It can be learned that the data warehouse system uses a two-layer indexing mechanism and the metadata cluster of a cloud native architecture to check whether data to be written into the data table meets the constraint condition. Therefore, when a data constraint capability is provided, data reliability is ensured, and that system running performance is not affected is also ensured.

Abstract: A method for determining a complexity of a natural language query includes converting a first natural language query into executable program code, the first natural language query being a query for a first video to be answered by one or more video question answering (VideoQA) models. The method also includes generating, via a complexity model, an abstract syntax tree (AST) based on the executable program code. The method further includes determining, via the complexity model, a complexity of the first natural language query based on quantity of subtrees, from a group of subtrees, that are present in the AST.

Abstract: A client application sends an application programming interface call to an interface of a content management system. The call specifies one or more content item search criteria. Sending the call causes the content management system to perform a lookup in a content item index to identify at least one content item that satisfies the one or more content item search criteria. Based on sending the call, the client application receives from the content management system a suggestion to attach the at least one content item to a text being displayed by at the computing system.

Abstract: A generalized natural language—operating system (“GNL-OS”) for constraining a large language model (“LLM”) to provide deterministic output may be provided. The system may include delivery frameworks. Each delivery framework may deliver generalized natural language-program architecture natural language code (“GNL-PA NLC”) to the LLM. The LLM may operate on one or more hardware processors. The delivery frameworks may include a system framework. The system framework may deliver a system prompt structured in GNL-PA NLC code to the LLM. The system prompt may constrain the LLM to operate as an operative system. Upon receiving the system prompt, the LLM may operate as an operative system under one or more rules specified in the system prompt. The delivery frameworks may include a command framework. The command framework may deliver GNL-PA code to the LLM. The GNL-PA code may correspond to one or more commands executable within the operative system.

Abstract: A client application sends an application programming interface call to an interface of a content management system. The call specifies one or more content item search criteria. Sending the call causes the content management system to perform a lookup in a content item index to identify at least one content item that satisfies the one or more content item search criteria. Based on sending the call, the client application receives from the content management system a suggestion to attach the at least one content item to a text being displayed by at the computing system.

Abstract: A computer-implemented auditory biometric method generates a playlist file including at least one audio file. The method includes receiving user biometric data and applying user biometric data to a trained auditory biometric model to generate a playlist file. The auditory biometric model may be trained using training data including a plurality of historic records associated with a plurality of historic users. The method may include transmitting a playlist message including the playlist file to a user computer device for execution by the user computer device.

Abstract: A design image clustering method comprises the steps of: calculating the degree of similarity between pieces of target design element information selected by a user among pieces of design element information about a target design image and a plurality of reference design images stored in a database; clustering, on the basis of the degree of similarity, the reference design images into a plurality of clusters; and generating, for each cluster, at least one of at least one representative design image, an overlap image for the representative design image, and the degree of similarity between a center vector of each cluster and the target design image.

Abstract: An information processing apparatus includes a pose acquisition unit, a retrieval unit, and a display control unit. The pose acquisition unit acquires first pose information indicating a pose of a person shown in each of a plurality of reference images associated with a predetermined pose, and second pose information indicating a pose of a capture target person shown in a query image. The retrieval unit retrieves a reference image showing a person whose pose or action is similar to that of the capture target person shown in the query image, from among the plurality of reference images, based on a similarity degree between the first pose information and the second pose information. The display control unit causes a display unit to display at least one of the first pose information and the second pose information in a display mode according to an index used for retrieving the reference image.

Abstract: The present disclosure provides an information display method and apparatus, a medium, and an electronic device. The method includes: acquiring, in response to a search operation, a search result corresponding to the search operation, the search result includes a homepage of a target account that is associated with a search term corresponding to the search operation; displaying the homepage in a visual interface synchronously, and displaying an Easter egg superimposed on a picture that is displayed in a specified region of the homepage.

Abstract: The present disclosure provides a video search method, apparatus, server, and terminal device, the method comprising: acquiring search information; parsing the search information to acquire at least one field; when it is determined that there is a first video in a pre-built database that matches the search information according to the at least one field, acquiring the first video when a second video having an association with the search information is screened out from the database according to the first video, taking the first video and the second video as a search result and sending it to a terminal device, wherein the first video is a reply video which is generated by an object according to commentary content under any main video, and the second video comprises the main video, and/or, a video of the same category as the first video.

Abstract: The present disclosure relates to a method for creating a prompt, the method may include: receiving properties of a prompt; clustering the received properties into syntax elements; diversifying, by a large language model (LLM), each of the clustered properties into a plurality of properties; creating a prompt format database; selecting a list of prompt formats in the created prompt format database; and creating prompts by inserting each of the diversified properties, obtained from the diversifying of each of the clustered properties, into each prompt format in the list of prompt formats in accordance with the syntax element of the corresponding clustered property of the diversified properties. The present disclosure also relates to an apparatus for creating a prompt, and a computer program.

Abstract: A method of constructing a microbial identification database, the method comprising: (ST02) acquiring genome data for microorganisms from a genome database; (ST06) determining whether a criterion is satisfied by the genome data thus acquired; (ST16) for respective sets of the genome data that were determined that they satisfied the criterion, predicting proteins to be expressed; and (ST20A, 20C) constructing a mass-to-charge ratio database including mass-to-charge ratio lists, the mass-to-charge ratio lists being predicted for the respective sets of the genome data based on the proteins thus predicted.

Abstract: The present invention provides a system and method for curating media content. The method comprises: retrieving, by a computing device, from a database, a set of media content, and first set of metadata associated with the set of media content; sorting, by the computing device, the set of media content based on at least a first parameter, and at least a second parameter, wherein each of at least the first parameter and at least the second parameter comprises weightage values for each media content of the set of media content; and organizing, by the computing device, the set of media content based on a cumulative weightage value of each media content of the set of media content.

Abstract: A system may be configured to provide natural language search over security videos. In some aspects, the system may generate a first representation of sampled video information in a multidimensional format via a first machine learning model, and receive a request including a natural language input. Further, the system may generate a second representation of the natural language input in the multidimensional format via a second machine learning model that is a different from the first machine learning model, and determine that the first representation has a predefined relationship with the second representation. In addition, the system may present the second representation as a response to the request based on the first representation having the predefined relationship with the second representation.