277 results about "Flow chart" patented technology

The invention discloses a business process rapid modeling method based on a large language model. The method comprises the following steps: preprocessing an input business process description text, and splitting complex sentences and composite sentences into simple sentences by utilizing a large language model; and extracting the fact types in the simple sentences in a chained manner, wherein the fact types comprise entities, events and event types. And giving a plurality of event relation sets with possible prediction according to the extracted event sets through a large language model, and combining the event relation sets with the event relation sets extracted in a chain manner to form an event relation pool. And using the event relationship as a gene by adopting a genetic algorithm. After the evolution process of the genetic algorithm, an event relation set with the highest fitness is filtered out from an event relation pool. And constructing a logical relationship between the fact type and the business process elements, and converting the extracted information into corresponding json data. The method comprises the following steps of: realizing conversion among structured data through a template, and converting json data into a business process execution language (BPEL) and a language for describing a graphic element of a BPMN (Business Process Execution Language). And finally, inputting the BPEL and a language for describing the BPMN graphic elements into business flow chart modeling software to generate a visual business flow chart. Through the above mode, the modeling efficiency can be improved, the modeling threshold can be reduced, and further customization and editing can be carried out in a professional modeling tool to meet specific requirements.

The invention relates to the technical field of garment processes, in particular to a garment process modular design method and system based on adjustable parameters. The method comprises the following steps: acquiring a basic process parameter set; defining a process association relationship according to the basic process parameter set to obtain a process association diagram; performing meta-model construction according to the process association diagram to obtain a process meta-model; obtaining a target style parameter set; mapping parameters in the target style parameter set into the process meta-model, and performing process parameter adjustment to obtain an adjusted process parameter set; performing process flow optimization according to the adjusted process parameter set to obtain a parameterized process model; performing process flow analysis on the parameterized process model to obtain a process flow diagram; and performing module boundary division on the process flow diagram to obtain a module boundary. According to the method, the defects of the existing method in the aspects of efficiency and flexibility are overcome, and a more intelligent, efficient and flexible process design system is realized.

The invention discloses an automatic flow chart layout method fusing semantic analysis, which relates to the technical field of automatic flow chart layout, and comprises the following steps of: inputting a node set with a business ring dependence condition into a time sequence conflict analysis engine, and combining a semantic vector and a time sequence vector to obtain a time sequence conflict analysis result; calculating a time sequence conflict index of the annular dependency set by adopting a weighted path consistency check algorithm so as to determine a time sequence conflict degree under the condition that the nodes have service annular dependency, and generating corresponding conflict description data; and inputting the conflict description data and the semantic vector into a conflict perception clustering optimizer, introducing a time sequence conflict penalty term into a clustering objective function, and performing cluster boundary adjustment on the annular dependency set through a spectral clustering algorithm so as to adjust a semantic clustering structure according to a determination result. According to the method, the problem that a semantic clustering structure cannot be optimized in combination with a time sequence conflict under business annular dependence is solved, and the effects of conflict accurate identification, clustering boundary dynamic adjustment and layout saliency enhancement are achieved.

The embodiment of the invention discloses an agent arrangement method and device, a storage medium and terminal equipment, and relates to the field of agent editing. According to the method, the intelligent agent nodes with the same function are merged into the fused intelligent agent nodes, so that the complexity of the intelligent agent flow chart is remarkably simplified. The flow chart is clearer and easier to understand, unnecessary nodes and connecting lines are reduced, and the readability and maintainability of the flow are improved. Due to the fact that the agent nodes are combined, the user does not need to process too many details when editing and managing the agent process, the operation complexity can be reduced, and the user can complete design and adjustment of the process more quickly and more accurately. Occupancy of system resources can also be reduced by combining the agent nodes. And during operation, the fusion agent node can be processed as a whole, so that the calculation overhead and the memory occupation are reduced, and the overall performance of the system is improved.

The invention relates to the technical field of flow chart automatic testing, and provides a flow chart automatic testing method, system and device of a control system and a storage medium so as to solve the problems of low testing efficiency and poor accuracy. The method comprises the following steps: acquiring a film thickness and transverse tension fluctuation curve by using an intelligent textile sensor array, generating a tension compensation factor based on a phase difference to correct the film thickness, and establishing a thickness distribution topology model; performing non-contact scanning by using a terahertz wave emission array, and activating a defect mark cluster when Doppler frequency shift is detected; transmitting the thickness distribution model and the defect characteristics to a test platform, reconstructing a control logic and generating a test script, and realizing a virtual-real synchronous test through a communication protocol; and generating a process parameter correction factor according to a test result, and feeding back the process parameter correction factor to the distributed control system to optimize the tension closed-loop control module, and generating a matched terahertz verification map. According to the technical scheme provided by the invention, the efficiency and accuracy of automatic testing of the flow chart can be improved.

The invention provides a configurable Flink code implementation method and device, equipment, a medium and a product, and the method comprises the steps: integrating an execution flow chart and an operation chart corresponding to a to-be-configured Flink code into a topological graph; performing visualization processing on the topological graph, and sending the topological graph to a front-end interaction interface; in response to component configuration information for the topological graph acquired by the front-end interaction interface, adding null nodes to specified nodes and / or specified edges of the topological graph to obtain a configured topological graph, data processing logic of the null nodes corresponding to output logic included in the component configuration information; traversing the configured topological graph until all nodes of the topological graph are accessed, and outputting the configured Flink codes according to source codes corresponding to the accessed nodes. Through the embodiment of the invention, the visualization of the execution process of the Flink code is realized, the convenience and reliability of the configuration scheme of the Flink code are improved, and the maintenance cost of the Flink code is reduced.

The invention discloses a finance and taxation field agent workflow arrangement method and system based on a natural language, and the method comprises the steps: S1, widely collecting workflow arrangement cases of a finance and taxation field typical business scene, carrying out the detailed analysis of each case, and extracting a key business process and node information, S2, taking all structured workflow data as nodes, and carrying out the calculation of the workflow arrangement cases, constructing a finance and tax workflow knowledge graph by taking the semantic similarity, the function multiplexing relationship and the business process dependency relationship among all the structured workflow data as edges; s3, based on structured data and natural language description corpora constructed by the finance and tax workflow knowledge graph, performing training optimization on the base large language model by adopting a domain self-adaption and task specific fine tuning technology; s4, a user inputs a natural language demand through the interactive interface, and the natural language demand is processed by using the demand analysis agent, the retrieval agent and the arrangement agent; and S5, displaying the generated draft workflow in a visual flow chart form.

The invention provides a nuclear power plant system flow chart digitalization method and device and related equipment. The method comprises the following steps: acquiring a plurality of flow chart files corresponding to a target nuclear power plant and item attributes of a plurality of items; wherein each flow drawing file comprises a plurality of pieces of icon information, and each piece of icon information is used for representing one type of item; constructing a flow chart directory tree based on the plurality of flow drawing files and the item attribute of the item corresponding to each piece of icon information; wherein the flow chart directory tree comprises a drawing directory hierarchy and an item recording hierarchy, the drawing directory hierarchy comprises at least one flow drawing file, and the item recording hierarchy comprises at least one item; determining a corresponding target digital element from a drawing catalog level or an item catalog level; and displaying the target digital element in a preset drawing display area. The analysis efficiency of various operations in a nuclear power plant system can be improved through the digital flow chart.

The invention discloses a multi-behavior graph recommendation method based on comparative learning. The recommendation accuracy can be improved by fully utilizing auxiliary behaviors. The method belongs to the field of artificial intelligence, data mining and recommendation systems. The overall flow chart is as shown in figure 1; the method comprises the following steps: firstly, generating different behavior embedding of a user and a project by using a LightGCN model, and synthesizing the embedding of each behavior type through a self-attention mechanism; and then performing three comparative learning tasks, namely behavior consistency comparative learning, behavior difference comparative learning and data enhancement denoising comparative learning. And finally, combining the comparative learning loss with the BPR loss of the target behavior, and optimizing the model to improve the recommendation performance. Compared with the prior art, the method has the advantages that the auxiliary behaviors are fully utilized, the difference between the behaviors is not concerned, the generality of the user reflected between the behaviors is more concerned, meanwhile, the influence caused by noise interaction can be effectively removed, and the method has wide application prospects in recommendation systems such as e-commerce and the like.

The invention relates to the field of computer application, in particular to a method, a device, equipment and a medium for integrating a heterogeneous business system and a workflow system.The method comprises the steps that business entity modeling is conducted on business receipts of the heterogeneous system, and a business table structure, a field type and a business entity referenced by associated fields are described in a setting form; binding a corresponding heterogeneous service system data query API (Application Program Interface) for the created service entity; performing approval form modeling, binding a mapping relationship between form control display contents and business entity fields, generating an approval form, and mapping business form data in real time by the approval form; performing flow modeling, defining a flow chart and binding a flow event, and calling a heterogeneous service system data query API to write back service form data at the event execution time; and modifying a submission button response event of the business form, and calling an open standard API of the workflow system to initiate an approval process. And flow centralized management and control are realized, approval entrances are unified, and consistent approval experience is provided.

The invention provides an AI flow chart driven test step dynamic adaptation method, device and equipment, and relates to the technical field of software testing. The AI flow chart is subjected to semantic analysis to obtain a plurality of executable operation tuples, a dynamic equipment capability library is updated in real time through technical parameters and real-time states of all the matching and testing instruments, then dynamic matching and mapping are carried out, a first mapping relation between the executable operation tuples and the matching and testing instruments is established, and the dynamic equipment capability library is updated in real time through the technical parameters and the real-time states of all the matching and testing instruments. According to the second mapping relation between the signal features and the port of the matching and testing instrument, the AI flow chart is executed based on the executable mapping scheme, automatic matching and mapping of all the testing steps in the AI flow chart are achieved, manual participation is not needed, the problem that the testing efficiency of AI flow chart driving is low is solved, and the equipment testing efficiency of AI flow chart driving is improved.

The invention relates to an automatic checking method and device for a flow chart, computer equipment and a storage medium. The automatic checking method comprises the steps that global information of the flow chart in a flow engine is recognized and checked; identifying each node path of the flow chart, and starting from a head node of the flow chart, carrying out reachability analysis verification on all nodes of the flow chart based on each node path; according to each node path, carrying out logical verification on a dependency relationship of front and back configurations of each node of the flow chart; and performing logical verification on the node content of each node of the flow chart. According to the method, the flow chart in the flow engine can be automatically checked, manual rechecking and checking are not needed, and the checking accuracy and efficiency of the flow chart can be improved.

The invention relates to a method, a device, equipment and a product for generating a flow chart. The method includes generating code in response to a user's input for creating code for processing a transaction. The method further includes parsing the code to generate a flow chart of the code, the flow chart indicating the plurality of nodes. Further, the method includes displaying a flow chart, where at least one node of the plurality of nodes in the displayed flow chart has user interactivity. Through the method, the understanding difficulty of the user on the service is reduced, and the working efficiency of the user is improved.

Described are methods, systems, and media for regulatory exploration comprising: receiving a regulatory exploration request comprising a scenario comprising a desired outcome and a plurality of partial inputs to describe the scenario and identify fact constraints; receiving an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text; applying algorithm to determine all paths in the regulatory logic flow chart; filtering the paths based on the desired outcome; transforming each remaining path into a logical expression comprising attributes; generating a query space comprising conditions on the input facts associated with each attribute; generating a fact space comprising input facts associated with each attribute; generating a possibility space by joining the input facts in the fact space under the conditions in the query space; converting the possibility space to a plurality of database queries; and running the queries to generate an output.

The embodiment of the invention provides a mining factory aided design method and system, and the method can obtain design demand data input based on a browser page canvas, and builds a target process model according to the design demand data. Wherein the target process model comprises a general model and a special model. And calculating process flow data based on the target process model, executing equipment type selection calculation according to the process flow data, generating a calculation logic diagram, and mapping the calculation logic diagram into a process flow diagram. According to the method, process modeling and process calculation can be quickly carried out, and a special model conforming to the industrial computer theory is supported to be built, so that modeling and calculation are simpler and more efficient. Meanwhile, a calculation result and a model can be conveniently applied, equipment type selection calculation and process flow diagram output are carried out, unification of models and data in all links is achieved, and the design efficiency of a mining factory is improved.

The invention discloses an RPA knowledge base updating method of an AI agent, and relates to the field of robot process automation, and the method comprises the steps: generating a process description by using an LLM of the AI agent; the flow description is converted into a flow chart # imgabs0 #; an RPA knowledge base of the AI agent is constructed, the RPA knowledge base comprises executable process knowledge and abstract process knowledge, and each piece of abstract process knowledge corresponds to a plurality of pieces of executable process knowledge; calculating the similarity between the flow chart # imgabs 1 # and the abstract flow knowledge, and finding the most similar abstract flow knowledge # imgabs 2 #; performing similarity measurement on executable flow knowledge corresponding to the flow charts # imgabs3 # and # imgabs4 #; fusing the executable process knowledge of which the similarity is greater than a threshold value with the flow chart # imgabs5 # to obtain a new executable process knowledge set; new abstract process knowledge is summarized through a large language model, and an RPA knowledge base of the AI agent is updated. According to the method, the process can be automatically updated and optimized according to the new task.

The invention discloses a software automatic operation and maintenance method and system based on an AI technology, and relates to the technical field of software automatic operation and maintenance. The method comprises the steps of establishing a software operation exception database; performing operation monitoring on the function modules, identifying the modules and parameters, generating a flow chart, verifying execution time and parameter use conditions, and processing according to results; risk parameters and function problems are extracted, partition is carried out through a decision tree, key parameters are determined through t-SNE and a clustering algorithm, and fault types are diagnosed according to an anomaly detection algorithm and an SVM model; monitoring risk parameters, calculating related indexes to obtain a comprehensive evaluation value and a risk index, and establishing and training a fault prediction model to evaluate the future performance of the software; and performing maintenance or optimization measures to prevent potential faults and realize automatic operation and maintenance of the software. According to the invention, the whole process management from data collection to automatic maintenance is realized, the accuracy and efficiency of fault diagnosis are improved, and the stability of the system and the capability of coping with a complex environment are enhanced.

The invention relates to the technical field of artificial intelligence, in particular to an interface service construction method and device based on multiple Agents, equipment and a medium. The method comprises the following steps: receiving a construction request of an interface service, and calling a demand docking Agent to extract a service demand in the construction request to obtain a demand document; the demand document comprises business logic, a data source table and a field mapping relation; the task planning Agent is called to generate a task flow chart according to the business logic and the field mapping relation, and the task flow chart is sent to the SQL writing Agent and the script writing Agent; calling an SQL compiling Agent to generate an SQL statement corresponding to the interface service according to the data source table and the field mapping relation; constructing a syntax tree corresponding to the SQL statement according to the SQL statement and the task flow chart; and calling a script writing Agent to perform script writing according to the SQL statement, the syntax tree corresponding to the SQL statement and the task flow chart to obtain an interface script corresponding to the interface service.

The invention provides an industrial flow chart generation method and device, equipment and a storage medium, and the method comprises the steps: carrying out the recognition of a to-be-generated industrial flow chart image, obtaining a target detection frame of industrial equipment, and extracting the related information of the industrial equipment from the target detection frame of the industrial equipment; performing direction identification on the industrial equipment image with the direction in the target detection frame of the industrial equipment, and outputting direction information of the industrial equipment; performing textbox detection and text content recognition processing on the to-be-generated industrial flow chart image to obtain related information of an identification text; flow chart lines are extracted through a line detection algorithm, and related information of the flow chart lines is obtained; and organizing various information according to a data format required by flow chart drawing software, and automatically generating an industrial flow chart after outputting a file in a preset format. Therefore, accurate analysis of equipment, texts and lines in the flow chart can be realized, the workload of engineers is greatly reduced, and the drawing efficiency of the industrial flow chart is improved.

The invention provides a flow chart generation method and device, electronic equipment and a storage medium, and belongs to the technical field of data processing.The method comprises the steps that a pre-trained large language model is used for analyzing a target document, and multiple target tasks are obtained; generating a corresponding flow chart based on the plurality of target tasks; based on a preset evaluation scheme, evaluating the plurality of flow charts to obtain evaluation results of the flow charts; and determining a target flow chart based on the evaluation result of each flow chart. According to the method, the natural language description document input by the user is automatically analyzed, key information is extracted, logic carding and task planning are carried out, automatic generation of the flow chart is achieved, and compared with a traditional manual design method, the time and cost of manual operation are greatly reduced, the working efficiency is improved, and errors are not prone to occurring.

The invention belongs to the technical field of software testing, is suitable for the medical field and the financial field, and discloses a service flow chart-based test path generation method, device and equipment and a medium, and the method comprises the steps: obtaining a service flow chart of a service scene, and extracting nodes of the service flow chart and path topology information between the nodes; on the basis of the service importance weight and the historical execution probability of each node, key test paths in the path topology information are identified, and priorities of the key test paths are sorted; constructing a path coverage rate prediction model based on the dynamically adjusted priority of the key path and the historical execution probability of the key path, and predicting the coverage rate of each key path in the business flow chart based on the constructed path coverage rate prediction model; and configuring a test case set based on the predicted coverage rate of each key path in the business flow chart, and dynamically adjusting the configured test case set based on a multi-objective optimization algorithm. According to the invention, the test efficiency of the business scene is improved.

The invention relates to the technical field of pressure tests, and discloses a pressure test boundary division system and method for a pressure test flow chart, and the system comprises a debugging loop division module which is used for completing the boundary division of a debugging loop and can open a flow chart selected by a user; the TFD range division module is used for completing division of a TFD pressure test boundary and generating a TFD, and can open a flow chart selected by a user and divided by a debugging loop; the TFD compiling module is used for manufacturing a required TFD list file and can combine the TFD and the corresponding data list to generate a required file format; wherein the debugging loop division module and the TFD range division module both have functions of clicking ranges and synchronizing pipeline information, can support a user to customize a boundary range in a flow chart, and can synchronize the pipeline information of the user in the clicking ranges; the method can assist designers in boundary division, reduce the workload and error rate of manual drawing sorting, shorten the design period and reduce the cost.

The invention discloses a flow chart processing method and device, equipment, a storage medium and a program product, and the method comprises the steps: carrying out the image coding of a flow image, and obtaining an image coding feature; performing text decoding on the image coding features to obtain a process node sequence set, a plurality of node identifiers and a connection relationship among the node identifiers in the target process image; determining the flow node corresponding to each node identifier according to the position information of each flow node in the flow node set and the position information contained in the node identifier; and generating a text corresponding to the flow image according to the flow node, the node identifier corresponding to the flow node and the connection relationship between the node identifiers. According to the method and the device, the accuracy of the generated description text of the process image can be improved, the training effect of the model is improved, and the subsequent process identification result of the large-size process image containing the complex process information is improved.

The embodiment of the invention provides a test case obtaining method and device, equipment, a storage medium and a program product. The test case obtaining method comprises the steps that a target business flow chart modeling code and target case format configuration information are obtained; inputting the target business flow chart modeling code and the target case format configuration information into a large model obtained by pre-training to enable the large model to analyze the target business flow chart modeling code, and outputting a test case based on an analysis result and the target case format configuration information; and obtaining a target test case set according to the test cases output by the large model. By applying the technical scheme provided by the embodiment of the invention, the writing efficiency of the test case can be improved.

The invention discloses a process node display state switching method and device, equipment and a storage medium which are applied to the technical field of computers. The display state switching method of the flow node comprises the following steps: firstly, displaying a flow editing page for displaying and editing a flow chart; a user can trigger a switching instruction of all display states by utilizing the display scale of the control or the flow editing page based on the requirement of checking or editing the flow chart. The all display state switching instruction is used for indicating all the flow nodes included in the flow chart to be displayed in the target display state. And obtaining an all display state switching instruction, and displaying all the flow nodes included in the flow chart by adopting the target display state. Therefore, the display states of all the flow nodes included in the flow chart can be conveniently switched by utilizing the display scale of the control or the flow editing page, the operation flow of a user is simplified, the efficiency of switching the display states of all the flow nodes is improved, and the user experience is improved.

The invention discloses an interactive flow chart processing method and device, a storage medium and electronic equipment, and relates to the technical field of flow chart generation. The method comprises the following steps: receiving target information input by a target object; inputting target information input by the target object into the knowledge retrieval model for processing, and retrieving to obtain flow information related to the target information; determining prompt information of the target generation model based on the flow information related to the target information, inputting the target information input by the target object and the prompt information of the target generation model into the target generation model for processing, and outputting an initial interaction flow chart; and performing integrity verification on the initial interaction flow chart to obtain a verification result, and determining a target interaction flow chart according to the verification result. Through the method and the device, the problem that the effect of generating the interaction flow chart is poor due to the fact that the interaction flow chart related to the financial business depends on manual configuration in the related technology is solved.

The invention relates to a method for automatically generating a two-dimensional pipeline and instrument flow chart based on a three-dimensional pipeline model, and the method comprises the steps: taking a main pipeline model which is selected from the three-dimensional pipeline model and is associated with a to-be-generated two-dimensional drawing as a to-be-processed main pipeline model, and obtaining a branch pipeline initial set associated with the to-be-processed main pipeline model; and taking a set obtained by processing after judging the pipeline information integrity condition as a final branch pipeline set, and obtaining a main pipeline-branch pipeline relation list based on an association relation between the main pipeline model to be processed and the branch pipelines in the final branch pipeline set, and drawing the information of each branch pipeline and the pipe fitting information on the two-dimensional drawing according to the relation list and the preset drawing proportion of the two-dimensional drawing, and circularly executing according to the pipeline sequence and the logic relation until all the branch pipelines of the final branch pipeline set are drawn on the two-dimensional drawing. And the drawn two-dimensional drawing is used as the final two-dimensional drawing, so that the drawing accuracy of the two-dimensional drawing is improved, and pipeline loss is avoided.

A method for constructing a fault knowledge graph. The method comprises: after a sentence to be processed is acquired according to fault discrimination text, determining protocol signaling and an atomic flow of said sentence from an atomic flow chart according to a signaling character string of said sentence; after an atomic flow clause is generated according to the atomic flow and said sentence, determining a logic expression corresponding to the atomic flow clause; generating a logic expression of said sentence according to the logic expression of the atomic flow clause; then generating a logic expression of the fault discrimination text according to the logic expression of said sentence; and adding the logic expression of the fault discrimination text to a fault knowledge graph. By means of the method, corresponding protocol signaling and a corresponding atomic flow can be searched for in an atomic flow chart according to a signaling character string of fault discrimination text, such that the accuracy of identifying the signaling can be improved, and the success rate of converting the fault discrimination text into a logic expression is improved. Further provided in the present application is a computing apparatus capable of implementing the method.

The invention discloses a business process engine scheduling method and device, equipment, a storage medium and a product. The method comprises the following steps: scheduling a flow chart model of a business process; based on the flow chart model, starting a first thread for executing the business process instance; if it is determined that the first thread is executed to the system task node of the business process instance, generating task record information of the to-do task; and starting a second thread for scheduling the system task based on the task record information, and executing the to-do task based on the second thread. Thus, when the first thread used for executing the business process instance is executed to the system task node, only the task record information of the to-do task is generated; according to the method, the second thread used for scheduling the system task is started based on the task record information, and the to-do task is executed based on the second thread, so that decoupling of the process scheduling thread and the task scheduling thread is realized, the load of the process scheduling thread is reduced, and the flexibility of process scheduling and the independence of task scheduling are improved.

The application discloses a kind of interface test case generation method, device, equipment and medium.The method comprises the following steps: obtaining the standardized demand template of prewritten relative to the interface to be tested;According to the set analysis rule, the standardized demand template is analyzed, and the flow chart corresponding to the interface to be tested is generated;According to flow chart, in combination with the interface element coordinate library of pre-determined interface to be tested, the interface test case of interface to be tested is generated.Through the method, standardized demand template is provided for tester, and the flow chart of the requirement corresponding to the interface to be tested is generated according to standardized demand template, the interface element in the interface to be tested is automatically converted into corresponding coordinate, according to flow chart and interface element coordinate library, interface test case is automatically generated, the process of manual click interface to be tested for recording is saved, the generation efficiency of interface test case is improved, and the problem that interface test case conflict is caused by the difference produced by artificial recording is avoided.