Abstract: Various implementations include reducing latency when interacting with a generative model system based on generating predicted complete text based on natural language (NL) text input, where the NL text input is a portion of a user query. In many implementations, predicted completion text can be generated by processing NL text input using a language model. In several implementations, the system can perform initial processing of the NL input text and the predicted completion text (e.g., preform initial preprocessing of the NL input text and predicted completion text for processing using the generative model, performing an initial limited decoding of output using the generative model, etc.). The user can confirm the predicted completion text before the system continues processing the NL input and predicted completion text using the generative model to generate output.

Abstract: The present disclosure provides a search term recommendation method and apparatus, a computer device, and a storage medium. The method includes: displaying a plurality of first search term cards, where the first search term card includes a search keyword and result summary information in at least one corresponding information dimension; and in response to a trigger operation for any one of the first search term cards, updating the first search term card to a second search term card, where search result preview information is displayed in the second search term card; the search result preview information is related to at least one of a natural search result and a generative search result; and the search result preview information is used for display of a search result details page corresponding to the search keyword after the search result preview information is triggered.

Abstract: An aspect relates to determining if a request received from a user device is sufficiently similar to a cached request, wherein the request requesting an identification of streamable content meeting one or more criteria. The determination comprises comparing a vector corresponding to the received request with vectors of previously received, cached requests. If the vector corresponding to the received request is sufficiently similar to a first vector of a first previously received, cached request, then a previously generated response corresponding to the first previously received, cached request may be accessed and transmitted to the user device. If a sufficiently similar vector is not identified, then at least a portion of the received request may be transmitted, in association with an identification of content items in a library, to an artificial intelligence learning engine. The response from the artificial intelligence learning engine may be transmitted to the user device.

Abstract: Described are a method and system for presenting a search tree session of a storage tree associated with a collection of data items to a user. First, a search query is received at a computer configured to be able to access the storage tree. The search query includes one or more terms or non-term conditions for searching through the storage tree. A search tree is created based on the search query that includes one or more search tree nodes. One or more grouping search tree nodes are then created, each including a search tree node, a node presentation parameter corresponding to how the node will be displayed and a search query parameter corresponding to the search query. A search tree representation incorporating at least one of the grouping search tree nodes is then created for display to a user and output to the display.

Abstract: An apparatus comprising an interface and a processor. The interface may receive pixel data and a user input. The processor may upload encoded video to a remote device, implement a first AI, and upload image match data to the remote device in response to the user input and video frames. The first AI may parse a natural text description of the user input to determine search parameters and search the video frames for a match between the search parameters and video data of the video frames. The remote device may store the encoded video, implement a second AI and generate decoded video in response to the encoded video and the image match data. The second AI may implement a full AI model and the first AI may implement a draft model version of the full AI model. The second AI may generate a plain language description of the decoded video.

Abstract: The present disclosure generally relates to systems and methods for descriptor-based querying of 3D models of physical structures. A plurality of descriptors can be generated to numerically represent the structural features of existing 3D models stored in a database. A new descriptor may be generated to represent structural features of a new 3D model. Existing 3D models that are structurally similar to the new 3D model can be identified by comparing the new descriptor with the descriptors of the existing 3D models.

Abstract: Systems and methods for implementing range slots for deterministic finite automatons (DFAs) in a regular expression (regex) accelerator are provided. A method includes compiling a set of regular expression patterns to generate an output file, where the output file comprises information concerning a deterministic finite automaton (DFA) graph, including range information indicative of whether any of a set of transitions along an edge associated with the DFA graph can be captured by a respective single transition. The method further includes during processing of a payload, based on the range information, executing the respective single transition along the edge associated with the DFA graph.

Abstract: Systems, methods, computing platforms, and storage media for decomposing data are disclosed. Exemplary implementations may receive an input data set, identify a first set of criteria for analyzing the input data set, identify a first and a second data subset, wherein the first and second data subset are defined by a first and a second set of filters, respectively, identify a first set of parent sets, each parent set being a subset of the input data set and a superset of the second data subset, and each parent set being defined by a subset of the second set of filters that define the second data subset, generate a directed acyclic graph based at least in part on identifying the first set of parent sets, the first data subset, and/or the second data subset, and display, via a user interface, the directed acyclic graph to a user.

Abstract: An apparatus, method and computer program product for query optimization in a Relational Database Management System (RDBMS), wherein an optimizer accesses a query expression repository (QER), so that the optimizer learns from previous versions of the queries to improve current and subsequent versions of the queries. The QER stores planning and execution information for QEs from the previous versions of the queries, wherein the QEs comprise table relations, intermediate results and/or final results of operations in the previous versions of the queries. The optimizer searches the QER for QEs from the query execution plans, and uses information from the QEs stored in the QER when optimizing the current and subsequent versions of the queries. The optimizer may also reuses results from the QEs stored in the QER.

Abstract: A method includes obtaining an incident report and assigning an incident type to the incident report. The method also includes determining that the incident type has not been assigned to any prior incident reports and generating a prompt associated with the incident type based on determining that the incident type has not been assigned to any prior incident reports. The method also includes generating a response to the incident report based on the prompt using a large language model (LLM).

Abstract: Apparatuses, systems, and methods are provided for managing events in a Geographic Information System (GIS). A first event may be detected which is associated with a change made via a mapping interface of the GIS. Information associated with the first event may be cached in a memory of a computing device. A second event associated with committing of the change in a database of the GIS may be detected, and in response to detecting the second event, a new event that is a transformation of the first event stored in the memory, the second event or both may be generated.

Abstract: A system, by a processing entity (PE), determines records stored in a memory shared by other processing entities. A respective record comprises a key and a corresponding index indicating a physical location in the shared memory. The PE stores, in a DRAM partition, burst tree data obtained by performing a burst sort on a portion of the records. The PE moves data stored in the DRAM partition to a partition of the shared memory in response to a size of the stored data exceeding a predetermined threshold. The PE obtains sorted keys and corresponding indices for the records by sorting the burst tree data stored in shared memory partitions. The PE facilitates a sorted retrieval of the records in the shared memory while leaving the records in the respective physical location in the shared memory by writing the sorted keys and indices to the shared memory.

Abstract: A method for enabling users to conversationally interact with a data table comprises receiving by a virtual assistant server from a user device, a natural language query targeted at a data table. The virtual assistant server determines one or more table intents or one or more table sub-intents of the natural language query. The virtual assistant server determines one or more table operations to execute on the data table based on the determined table intents or table sub-intents. The virtual assistant server iteratively executes each of the determined table operations on the data table, where a final version of the data table results after completion of one or more of the iteratively executed determined table operations. Subsequently, the virtual assistant server determines a response to the natural language query based on the final version of the data table and outputs the determined response to the natural language query to the user device.

Abstract: Methods for paginating search results retrieved from a database that supports cursor-based pagination are disclosed. The method includes executing a first search on a first database. The first search is executed using a first search query and execution of the first search returns a first set of search results from the first database and a first opaque cursor. The method further includes processing at least a first subset of the first set of search results, selecting at least a second subset of the at least first subset of search results, and generating a first cursor object. The first cursor object including a Subitem value in accordance with all search results from the first set of search results being unprocessed. The Subitem value based on a number of results from the first set of search results processed in the at least first subset of search results.

Abstract: An approach and corresponding computer system adapted for combining relational and non-relational data storage and indexing techniques is proposed. The approach utilizes graph data structures that are specifically configured for supporting performance improvements in relational querying while maintaining the advantages from a non-relational database. The graph data structures can be used for graph traversals and graph operations, among others, which can improve an overall computational complexity level associated with various operations at the cost of storage.

Abstract: Systems and methods for automatically generating preliminary hashtag(s) for a video asset uploaded to an online platform and sampling them with related videos on the online platform are disclosed. Upon the upload of the video asset, the system automatically analyzes the metadata associated with the video asset to generate preliminary hashtags. The preliminary hashtags are used to find and sample related videos that include one or more hashtags that are related to the preliminary hashtag. Based on the sampling analysis, a determination is made whether to retain or delete the preliminary hashtag and whether to adopt the one or more hashtags from the related videos. The video asset may be tagged with the preliminary hashtag and/or the adopted hashtag if the hashtag is approved by the user and complies with the platform policy. The tagged hashtag may be updated to keep it current and periodically sampled with related video assets.

Abstract: A computer-implemented method of partitioning a blockchain network into shards is disclosed. The method comprises the steps of identifying a transaction id of a blockchain transaction and allocating the transaction to a shard based on the transaction id.

Abstract: A method for technical issue resolution. The method includes: receiving, from a user, a text query concerning a technical issue; obtaining query-related context relevant to the text query; and processing, through a large language model (LLM), the text query and the query-related context to produce a multimodal query response used by the user to address the technical issue. More specifically, embodiments described herein utilize text topic and zero shot classification models to translate multimodal technical documentation (e.g., including text and images) into topic relevant metadata; and process queries, pertaining to technical issues, using a multimodal LLM provided with query-related text and image context derived from said topic relevant metadata.

Abstract: Example solutions for optimizing an initial query execution plan for a federated database includes identifying a group of operations in the initial query execution plan that conform to a recognized pattern including fetching data from a data store. Based on detection of the pattern and of the presence of a condition, an optimized query execution plan is created from the initial query execution plan by replacing the group of operations with a first execution branch and a second execution branch, wherein the optimized query execution plan executes at least one of the first and second execution branches. The first execution branch includes first operations for fetching the data from a first data store and the second execution branch comprise second operations for fetching at least a subset of the data from a second data store.

Abstract: Systems and methods for textual replacement can include the determination of a visual intent, which can trigger an interface for selecting an image to replace visual descriptors. The visually descriptive terms can be identified, and an indicator can be provided to indicate the text replacement option may be initiated. An image can then be selected by a user to replace the visually descriptive terms.