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公开(公告)号：US12244594B2
公开(公告)日：2025-03-04
申请号：US17656693
申请日：2022-03-28
Applicant: Salesforce, Inc.
Inventor： Jose Lejin P J
IPC: H04L9/40 , G06F3/04847 , H04L9/32 , H04L41/0813 , G06F3/04842
Abstract: Devices, systems and methods are provided for remotely managing configuration of a networking device. One method of managing configuration of a networking device involves obtaining resources associated with one or more graphical user interface (GUI) displays of a web application for configuring the networking device, receiving a request to access the web application, and in response to the request, determining a representative value for the resources as a function of a current state of the resources, obtaining a reference value for the resources that reflects a validated state of the resources, and instantiating the web application using the resources when the representative value matches the reference value.
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公开(公告)号：US12242638B2
公开(公告)日：2025-03-04
申请号：US18162131
申请日：2023-01-31
Applicant: Salesforce, Inc.
Inventor： Arjun Kumar Sirohi , Lakshman Martha , Sirisha Tummalapenta
Abstract: Techniques are disclosed pertaining to determining whether execution of a transaction will exceed a system resource threshold. A computer system stores a precomputed permissions data structure in association with particular data stored in a database. That precomputed data structure may be used to determine whether a user can access the particular data. The computer system may capture metric information that pertains to parameters involved in different types of transactions that can be performed to recompute the precomputed permissions data structure. Upon receiving a request to perform a transaction that involves recomputing the permissions data structure, the computer system, may determine, based on the metric information and the transaction's particular type, whether an execution of the transaction will exceed the system resource threshold. If the transaction exceeds the threshold, the computer system prevents the transaction from being executed and may provide suggestions to enable that transaction to be executed.
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公开(公告)号：US12235850B2
公开(公告)日：2025-02-25
申请号：US17588022
申请日：2022-01-28
Applicant: Salesforce, Inc.
Inventor： Luyu Yang , Mingfei Gao , Zeyuan Chen , Ran Xu , Chetan Ramaiah
IPC: G06F16/2455 , G06F16/242 , G06N20/00
Abstract: Embodiments described herein provide an online domain adaptation framework based on cross-domain bootstrapping for online domain adaptation, in which the target domain streaming data is deleted immediately after adapted. At each online query, the data diversity is increased across domains by bootstrapping the source domain to form diverse combinations with the current target query. To fully take advantage of the valuable discrepancies among the diverse combinations, a set of independent learners are trained to preserve the differences. The knowledge of the learners is then integrated by exchanging their predicted pseudo-labels on the current target query to co-supervise the learning on the target domain, but without sharing the weights to maintain the learners' divergence.
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公开(公告)号：US12235849B2
公开(公告)日：2025-02-25
申请号：US17993795
申请日：2022-11-23
Applicant: Salesforce, Inc.
Inventor： Parth Vijay Vaishnav , Mitchell Christensen , Kevin Han
IPC: G06F16/2455 , G06F16/27
Abstract: A rules engine (RE) may operate in conjunction with a database providing functionality, such as transactional support in data access environments on behalf of tenants. The database may have a data repository accessible by multiple tenants, and tenants may have a private context. RE rules may be defined in the data repository having an extension point corresponding to an extension defined in the private context. Execution of database functionality may affect data defined in the database. Execution of RE rules corresponding to database functionality affects corresponding data associated with the RE. Various techniques, e.g., fact handles, event listeners, etc. may be used to coordinate tracking and synchronizing changes between RE data and/or the database. A flag or other indicator may signify state preservation between multiple calls to the database and/or the RE, e.g., to support analysis involving transactions having overlapping intermediary results such as results from performing data lookups.
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公开(公告)号：US20250060944A1
公开(公告)日：2025-02-20
申请号：US18449498
申请日：2023-08-14
Applicant: Salesforce, Inc.
Inventor： Shruthan Radhakrishna , Hadi Minooei , Yazdan Jamshidi
Abstract: An automated data extraction pipeline for large language model (LLM) training may include extracting a set of code segments from a set of natural language question-answer (Q&A) combinations that each include a provided input, a provided output, and a provided code segment formatted to transform the provided input into the provided output. The data extraction pipeline may then generate a predicted output from a question portion of a first natural language Q&A combination using a first LLM. A first extracted code segment from the extracted set of code segments may then be executed to generate a first actual output of the first extracted code segment. One or more data samples may then be generated for training a second LLM based on a comparison of the first actual output to the predicted output. The second LLM may then be trained using the one or more data samples.
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Patent Agency Ranking
公开(公告)号：US12229856B2
公开(公告)日：2025-02-18
申请号：US17956746
申请日：2022-09-29
Applicant: Salesforce, Inc.
Inventor： Matthew Michael Brehmer , Arjun Srinivasan
IPC: G06F16/904 , G06F3/0481 , G06F3/0482 , G06F3/04845 , G06F3/04847 , G06F16/2458 , G06F16/28 , G06T11/20 , G06T11/60 , G06F3/04842
Abstract: A computing device displays, in a graphical user interface, a canvas region that includes a first scene. The first scene includes a first visualization card having a first data visualization and a first text card, adjacent to the first visualization card. The device receives, via the first text card, (i) text input from a user and (ii) user selection of a first user interface element for linking the first text card to the first visualization card. In accordance with the receiving, the device determines whether the text input includes a first expression having a first time span that intersects with a temporal domain of the first data visualization. In accordance with a determination that the text input includes the first expression, and in response to a first user interaction with a first region of the first text card that includes the first expression, the device visually emphasizes a first portion of the first data visualization, corresponding to the first time span.
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公开(公告)号：US12229701B2
公开(公告)日：2025-02-18
申请号：US17856508
申请日：2022-07-01
Applicant: Salesforce, Inc.
Inventor： Tongyun Shang , Aaron Popelka , William Robert Jennings, II
IPC: G06Q10/0633
Abstract: Methods, systems, apparatuses, devices, and computer program products are described. A communication process flow management service that manages a communication process flow may receive an indication of a segment of entities from a second service that manages a data model for multiple entities. Based on an action of the communication process flow, the communication process flow management service may request schema of the data model or additional attribute data associated with the segment from the second service. The communication process flow management service may receive the schema or the additional attribute data and use it to determine a set of communications to be transmitted to one or more entities of the segment. The communication process flow management service may transmit the set of communications in accordance with the communication process flow.
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公开(公告)号：US20250045567A1
公开(公告)日：2025-02-06
申请号：US18498257
申请日：2023-10-31
Applicant: Salesforce, Inc.
Inventor： Weiran Yao , Shelby Heinecke , Juan Carlos Niebles Duque , Zhiwei Liu , Yihao Feng , Le Xue , Rithesh Murthy , Zeyuan Chen , Jianguo Zhang , Devansh Arpit , Ran Xu , Lik Mui , Huan Wang , Caiming Xiong , Silvio Savarese
IPC: G06N3/0455 , G06N3/092
Abstract: Embodiments described herein provide for optimizing a language model (LM) agent. In at least one embodiment, and LM agent comprises an “actor” LM and a “retrospective LM which provides reflections on attempts by the actor LM. The reflections are used to update subsequent prompts to the actor LM. Optimizing the LM agent comprises fine-tuning parameters of the retrospective LM while keeping parameters of the actor LM frozen. A gradient may be determined by a change in reward from the environment based on actions taken by the actor LM with and without a reflection of the retrospective LM. Using this gradient, parameters of the retrospective LM may be updated via backpropagation.
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公开(公告)号：US12217033B2
公开(公告)日：2025-02-04
申请号：US18475103
申请日：2023-09-26
Applicant: Salesforce, Inc.
Inventor： Yue Wang , Weishi Wang , Shafiq Rayhan Joty , Chu Hong Hoi
Abstract: Embodiments described herein a code generation and understanding model that builds on a Transformer-based encoder-decoder framework. The code generation and understanding model is configured to derive generic representations for programming language (PL) and natural language (NL) in code domain via pre-training on unlabeled code corpus, and then to benefit many code-related downstream tasks with fine-tuning. Apart from the denoising sequence-to-sequence objectives widely adopted for pre-training on natural language, identifier tagging and prediction pre-training objective is adopted to enable the model to better leverage the crucial token type information from PL, which specifically are the identifiers assigned by developers.
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公开(公告)号：US20250036654A1
公开(公告)日：2025-01-30
申请号：US18779287
申请日：2024-07-22
Applicant: Salesforce, Inc.
Inventor： Patrick James Helland
IPC: G06F16/27 , G06F16/22 , G06F16/23 , G06F16/2455
Abstract: Techniques are disclosed relating to a database system. The database system includes multiple coordinator nodes storing replicas of a partition. Each partition describes the state of locks and transactions for keys covered by that partition of keys. Each partition is, in turn, replicated. The multiple coordinator nodes receive, from multiple worker nodes, requests to grant a lock for a key to permit a worker node to write a record for the key as part of executing a transaction. A given coordinator node of the multiple coordinator nodes sends an approval response for the lock to at most one of the worker nodes. A single worker node acquires the lock in response to receiving approval responses from a majority of the multiple coordinator nodes, and none of the multiple worker nodes acquire the lock in response to none of them receiving approval responses from a majority of the multiple coordinator nodes.
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