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186 results about "Rule checking" patented technology

Multi-agent dynamic arrangement method based on multi-modal analysis and adaptive retrieval

The invention discloses a multi-agent dynamic arrangement method based on multi-modal analysis and adaptive retrieval, and relates to the technical field of artificial intelligence and information retrieval. Comprising the steps of S1, converting a text, an image, structured data and voice content input by a user into a unified multi-mode semantic representation, S2, converting the unified multi-mode semantic representation into a specific execution process, and S3, automatically scheduling a reasoning agent, a knowledge obtaining agent and an execution agent according to DAG nodes, task elements and available resources, and obtaining the task elements and the execution agent according to the reasoning agent, the knowledge obtaining agent and the execution agent. S4, after task process construction and agent arrangement are completed, dynamic retrieval, evidence convergence and strategy optimization are carried out on information requirements related to a user task, so that a reasoning agent obtains complete knowledge support with consistent context, and S5, knowledge evidence is combined with a task process, so that the task process is completed. The method comprises the following steps: step S6, implementing problem solving, strategy generation and task closed-loop execution through a reasoning agent, step S6, performing actual operation on a target task by an execution agent according to an executable instruction sequence output by the reasoning agent, and outputting a result, and step S7, performing result verification according to an output result returned by the execution agent, and the correctness, integrity and consistency of an output result are examined through rule verification, model evaluation and evidence alignment.
Owner:INSPUR GROUP CO LTD +1

Training a machine learning model to generate MRC and process aware mask pattern

Methods and systems for training a prediction model to predict a mask image in which mask rule check (MRC) violations or process violations (e.g., edge placement error, sub-resolution assist feature (SRAF) printing) are minimized or eliminated. The prediction model is trained based on a loss function that is indicative of (a) a difference between the predicted mask image and a reference image, and (b) at least one selected from: an MRC evaluation of the predicted mask image or an evaluation of a simulated image of the predicted mask image.
Owner:ASML NETHERLANDS BV

Ground engineering construction quality supervision digital delivery system

The invention discloses a ground engineering construction quality supervision digital delivery system, which relates to the technical field of engineering supervision, and comprises the steps of generation and multi-source data checking, activity record structuring and anti-verification before hiding, space-time reference unification and point cloud fusion playback, rule checking and differential rectification, and object-level marshalling delivery and asset authority management. According to the method, a unified data pool, activities, events and evidence chains are constructed through object codes to achieve time-space consistent association, image, point cloud and detection consistency check is conducted before hiding, blocking difference and unified reference fusion point cloud are generated, indexes support three-dimensional playback, rule base batch check is conducted, and issuing rectification is conducted. And the object-level delivery list and fingerprints support cross-platform identification and auditing to form a traceable link.
Owner:XINJIANG DUYI HUANQIU TECH CO LTD

Structured data quality evaluation and optimization system using large language model

The invention discloses a structured data quality evaluation and optimization system using a large language model, which comprises a data access module used for formatting and preprocessing data, a data quality detection module used for establishing data quality evaluation indexes, performing statistical analysis and rule verification to detect the data and calculating the overall quality grade, and a big language model, the semantic analysis and SQL generation module is used for analyzing a database structure through a large language model, converting a natural language instruction into an executable SQL statement and is based on the large language model, and the anomaly detection and optimization suggestion module is used for positioning anomaly by utilizing a mixed detection algorithm and generating natural language interpretation and optimization suggestions in combination with the large language model. And the user feedback and dynamic adjustment module is used for absorbing adjustment suggestions through a feedback loop mechanism, and optimizing a prompt project and an SQL generation strategy. According to the method, semantic analysis is carried out on a database structure by adopting a large language model, and high-precision SQL query is automatically generated.
Owner:数字宁波科技有限公司

Dynamic rule engine and multi-target auditing task decomposition method oriented to electric power drawings

ActiveCN121503098AGeometric CADResource allocationPower diagramDynamic models
The invention belongs to the technical field of electric power engineering digitization and intelligent drawing auditing, and particularly relates to a dynamic rule engine and multi-target auditing task decomposition method oriented to electric power drawings. Obtaining a power rule file, analyzing and verifying to generate qualified rules, and screening the qualified rules to obtain an effective rule pool; the method comprises the following steps: reserving candidate areas by preprocessing an electric power engineering drawing, generating structured cells through line segment classification and combination and table detection, extracting and cleaning a text, and affiliating the text to the corresponding cells to form a structured result; screening candidate rules from the effective rule pool, extracting auditing objects from the structured result, generating auditing points, calculating the priority of the auditing points, and packaging the auditing points into an assignment unit set capable of being executed in parallel; on the basis of the dispatching unit set, optimizing task distribution by adopting a dynamic model and a greedy algorithm in an execution environment with the maximum concurrency, and doubly optimizing task execution by quantifying benefits and verifying rules; and performing rule judgment and result measurement on a task execution result.
Owner:YANTAI HAIYI SOFTWARE

Data trusted sharing method based on block chain consensus mechanism

The invention discloses a trusted data sharing method based on a block chain consensus mechanism. The method comprises the following steps: S1, constructing an alliance chain network; s2, completing KZG polynomial commitment generation, ML-KEM algorithm encryption storage and pointer registration; s3, the data provider medical institution completes an evidence storage transaction of the FROST threshold signature; s4, the target medical institution completes the access request transaction; s5, the data provider medical institution sends a KZG unpacking proof and a data item, the target medical institution obtains a storage pointer and a commitment value, KZG verification check is executed, and after verification is passed, an ML-KEM algorithm is executed for depacking to obtain a session key; and S6, the target medical institution completes the audit transaction, and after the alliance chain network broadcast, the consensus node executes rule verification of the access control contract and the audit contract. The multi-node electronic medical record sharing and tamper-proof evidence storage method is high in performance and traceability, and is suitable for credible circulation of sensitive health data among multiple medical institutions.
Owner:HUNAN YUNHANG EDUCATION TECH CO LTD

Chip layout planning rule inspection method, device, equipment and medium

The invention discloses a rule checking method and device for chip layout planning, equipment and a medium, and relates to the technical field of integrated circuits. The method comprises the following steps: analyzing a design rule constraint file of a target manufacturing process to extract a rule parameter set; according to the rule parameter set, generating different inspection rules used for performing rule inspection on the chip subjected to layout planning, and according to the inspection rules, constructing a corresponding inspection script; and performing rule inspection on the chip by utilizing the inspection script to output problem items which do not meet the inspection rule, and repairing the problem items to obtain a target chip which conforms to the design rule constraint file. According to the technical scheme, after the layout planning is completed, the corresponding check script is compiled for checking and repairing, the efficiency is improved, and the time period of subsequent iteration is shortened.
Owner:JINAN MAIWEI INTELLIGENT TECHNOLOGY CO LTD

Extensible system, method and equipment for multi-language data analysis and medium

The invention discloses a multi-language data analysis-oriented extensible system, method, equipment and medium, and relates to the technical field of multi-language analysis, the multi-language data analysis-oriented extensible system comprises a grammar analysis module used for analyzing a query language and generating a language-specific syntax tree structure after analysis; the grammar adaptation module is used for converting a language-specific grammar tree structure into an abstract grammar tree AST in a uniform format; the abstract syntax tree processing module injects a permission control strategy, a field desensitization rule and an alarm exception expression into the AST; the business processing module is used for executing business-related rule check and label injection; the query plan generation module is used for constructing a logic query path and a corresponding distributed execution scheme; and the task scheduling module issues the distributed execution scheme to the corresponding execution node. According to the method, by constructing a unified multi-language grammar analysis framework and a standardized abstract syntax tree AST representation mechanism, compatibility and fusion of multiple query languages such as SQL, SPL and natural language are achieved.
Owner:YUNNAN POWER GRID CO LTD

NL2DSL-based power distribution network semantic analysis and intelligent number asking method and system

The invention discloses a power distribution network semantic analysis and intelligent number asking method and system based on NL2DSL, and relates to the technical field of power distribution network data query. The method comprises the following steps: receiving a natural language question of the power distribution network, clarifying fuzzy terms through multiple rounds of asking, and outputting a clarified question; based on the historical dialogue and the terminology library optimization problem, generating a standardized and optimized problem; taking a semantic layer of the power distribution network as a unique true phase source, and converting an optimized problem into an initial DSL (Digital Subscriber Line) by combining RAG and Prompt engineering; a compliance DSL is output through double-layer protection of static rule verification and dynamic service verification; and analyzing the compliant DSL and associating the pre-calculation model to generate an optimized SQL, and outputting a structured result after execution. The method can improve the query accuracy and the data security, reduces the maintenance cost, and is suitable for the full-scene intelligent number asking demand of the power distribution network.
Owner:TELLHOW SOFTWARE

Correcting rule violations in a layout

Some embodiments provide a method for performing pixel-based rule checking on a layout that is used in a process for designing or manufacturing an integrated circuit. This pixel-based method provides an optimal approach for performing rule checks for layouts having shapes with curvilinear contours (i.e., with curvilinear edges). This method in some embodiments performs the rule check on a per pixel-basis that is optimal for curvilinear edges on which one or more pixels reside. In some embodiments, the layout is a mask layout used to manufacture the IC, while in other embodiments, the layout is a design layout used to design the IC (e.g., a layout used during the physical design process).
Owner:D2S INC

Water conservancy and hydropower project cost achievement quality inspection method and device based on VSTO

The invention relates to the technical field of project cost, in particular to a water conservancy and hydropower project cost achievement quality inspection method and device based on VSTO. Preprocessing the cost achievement document in the Excel format to form a file in which a bill of quantity, a project unit price and a basic price are associated with each other; performing quality inspection on the file formed after preprocessing, wherein the quality inspection comprises form inspection, rule inspection, unit price inspection and index inspection which are sequentially performed; and integrating quality inspection results by using a large language model and an intelligent agent technology to generate an inspection report in a unified format. Excel serves as a uniform interface to be compatible with multi-source data, a large language model is introduced to achieve intelligent generation of a check report, the defect of compatibility of file formats and check logic in the prior art can be overcome, and key technical support can be provided for digital transformation of water conservancy and hydropower project cost management.
Owner:CHANGJIANG SURVEY PLANNING DESIGN & RES CO LTD

Vehicle-mounted system modular framework and collaboration method thereof

InactiveCN120409536AArtificial lifeInference methodsLinguistic modelInteraction agent
The invention discloses a vehicle-mounted system modular framework and a collaboration method thereof, the vehicle-mounted system modular framework comprises an agent module cluster, and the agent module cluster comprises an interaction agent and at least one function execution agent; a large language model is deployed in each agent, and all the large language models are coordinated through a standardized interface; the interaction agent is used for receiving a natural language instruction of a user and analyzing the natural language instruction by using a large language model deployed in the interaction agent to generate a task instruction; and the function execution agent is used for receiving the task instruction, analyzing and extracting key parameters by using a large language model deployed in the function execution agent, executing security rule check, and executing a corresponding specific task if the task instruction passes the security rule check. According to the method, the rule code quantity can be reduced, the interactive agent realizes cross-agent dynamic task distribution based on the big language model reasoning ability, new function access does not need to modify a bottom layer architecture, only peripheral agents need to be increased or decreased, the development period can be effectively shortened, and the development progress can be accelerated.
Owner:AUTOCORE INTELLIGENT TECH (NANJING) CO LTD

Chip layout image processing method and device, electronic equipment and storage medium

The embodiment of the invention provides a chip layout image processing method and device, electronic equipment and a storage medium, and the method comprises the steps: determining a basic structure type corresponding to a target graph according to the line segment position information in an obtained chip layout image; and determining a refined structure type corresponding to the target graph according to the line segment position information and the line segment angle information. And performing rule inspection on the target graph based on standard structure parameters preset for the refined structure type. The defect that only a graph parallel to the transverse axis direction or the longitudinal axis direction of a two-dimensional rectangular plane coordinate system or a graph with a specific bevel edge angle can be recognized at the present stage is effectively overcome and solved, and then the inspection precision and the inspection efficiency of design rule inspection or mask rule inspection are remarkably improved. The practicability and reliability of the rule checking process and the subsequent image adjusting process for the target graph are improved to a certain extent, so that the performance and the yield of the finally produced chip are powerfully guaranteed.
Owner:ORIENTAL CRYSTAL MICROELECTRONICS TECH (SHANGHAI) CO LTD

Design rule checking method and device for circuit testability and storage medium

The invention relates to a circuit testability-oriented design rule checking method and device and a storage medium, and the method comprises the steps: calculating simulation values of all time sequence elements in a circuit netlist under different signal excitation scene information; acquiring a clock signal corresponding to each time sequence element, and determining a driving clock of each time sequence element based on the simulation value and the clock signal; under the driving clock, according to the judgment result of whether the simulation values of the time sequence elements are constant values or not, binding elements with constant output port values are determined from all the time sequence elements, and the time sequence elements except the binding elements are determined as elements to be detected; based on the scanning test rule and the violation level, performing rule inspection on the to-be-inspected element to obtain a violation element; generating a violation result based on the binding element and / or the violation element; and if the binding element and the violation element are not detected, generating an inspection passing result. According to the invention, efficient and customizable design defect detection is realized.
Owner:SEMITRONIX

Drug clinical test contract management system

The invention discloses a drug clinical trial contract management system, which comprises a contract text structured knowledge base for storing contract structures, field terms and hospital basic data and supporting standardized construction. The contract processing engine module is used for receiving test parameters and driving contract intelligent matching, budget automation and text dynamic splicing; the intelligent auditing module is used for performing automatic comparison, rule checking, difference detection, compliance examination and clause conflict early warning, so that manual errors and workload are remarkably reduced; the electronic signing module is used for providing multi-mode identity verification and block chain evidence storage, and ensuring the signing effectiveness and non-tampering property; a database is recorded and tracked, full-life-cycle management of contracts is achieved, state changes and version history are recorded, and tracing and auditing are facilitated. According to the invention, all the modules cooperate, the contract generation efficiency and accuracy are significantly improved, the customization and compliance are enhanced, budget transparency is realized, safe and efficient signing is provided, and the operation cost and legal risks are effectively reduced.
Owner:THE FIRST AFFILIATED HOSPITAL OF ZHENGZHOU UNIV

Process template generation method and device, electronic equipment and storage medium

The embodiment of the invention discloses a process template generation method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a process generation demand of a user, and determining structured process logic description information based on the process generation demand, a preset process design cue word and a preset large language model; generating cue words and a preset large language model based on the process logic description information, a preset process template, and determining a first process template required by the user; performing rule verification on the first process template based on a preset verification plug-in, and determining a verification result; and if the verification result is that the verification is not passed, adjusting the first process template by utilizing a preset large language model, and determining a second process template required by the user. Through the technical scheme of the embodiment of the invention, the executable process template can be directly generated according to the demand described by the natural language, the node attribute and the logic relationship do not need to be manually configured, and the generality, the efficiency and the accuracy of the process template generation are improved.
Owner:DUOYI NETWORK CO LTD +2

Pixel-based rule check for layouts

Some embodiments provide a method for performing pixel-based rule checking on a layout that is used in a process for designing or manufacturing an integrated circuit. This pixel-based method provides an optimal approach for performing rule checks for layouts having shapes with curvilinear contours (i.e., with curvilinear edges). This method in some embodiments performs the rule check on a per pixel-basis that is optimal for curvilinear edges on which one or more pixels reside. In some embodiments, the layout is a mask layout used to manufacture the IC, while in other embodiments, the layout is a design layout used to design the IC (e.g., a layout used during the physical design process).
Owner:D2S INC

Posture recognition method and system based on posture recognition neural network

The invention provides a posture recognition method and system based on a posture recognition neural network, and relates to the technical field of posture recognition, and the method comprises the steps: constructing a standard library containing safety and dangerous posture types, and marking a plurality of key points to generate a soft label sample data set; defining the key points as graph nodes, and constructing a feature matrix and an adjacent matrix; a double-branch fusion network model is designed, key point topological structure features are extracted through image convolution branch, image global context features are extracted through global visual branch, and attitude similarity spectral vectors are output after fusion; and finally, the attitude state is judged by calculating the geometric difference degree between the image to be analyzed and the most similar attitude template on the key point distance and the joint angle and comparing the overall difference between the image to be analyzed and the safety / danger camp. According to the method, the dual advantages of data driving and rule verification are combined, the recognition robustness and decision interpretability of dangerous postures are remarkably improved, and the safety risk is effectively reduced.
Owner:YUFENG CULTURE TECHNOLOGY (NANTONG) CO LTD

Calibration method, system and equipment for nuclear power design file and medium

The invention provides a nuclear power design file verification method, system and device and a medium, and the verification method comprises the steps: obtaining a to-be-verified file, and extracting the metadata of the to-be-verified file; based on the metadata, performing static rule check on the to-be-checked file to generate rule check data; performing dynamic technical check on the to-be-checked file through a preset check model to generate technical check data; and generating file verification data based on the rule check data and the technical check data, and performing graded early warning prompt based on the file verification data. According to the method, the file quality and compliance are remarkably improved, the human error risk is reduced, the technical verification efficiency is improved, the responsible person is directionally pushed through graded early warning, the examination period is shortened, and the accuracy and efficiency of nuclear power engineering construction are ensured.
Owner:CHINA NUCLEAR POWER DESIGN COMPANY +1

Correcting rule violations in a layout

Some embodiments provide a method for performing pixel-based rule checking on a layout that is used in a process for designing or manufacturing an integrated circuit. This pixel-based method provides an optimal approach for performing rule checks for layouts having shapes with curvilinear contours (i.e., with curvilinear edges). This method in some embodiments performs the rule check on a per pixel-basis that is optimal for curvilinear edges on which one or more pixels reside. In some embodiments, the layout is a mask layout used to manufacture the IC, while in other embodiments, the layout is a design layout used to design the IC (e.g., a layout used during the physical design process).
Owner:D2S INC

Mask pattern repairing method and device and product

The invention discloses a mask pattern repairing method, device and product, and relates to the technical field of semiconductor integrated circuits. The mask plate graph repairing method comprises the following steps: carrying out photoetching simulation on a mask plate graph by adopting a photoetching model to obtain a prediction graph corresponding to the mask plate graph; performing photoetching rule inspection on the prediction graph to obtain the position and the type of a defect point violating a photoetching rule in the prediction graph; according to the position of the defect point, determining a to-be-repaired area of the defect point on the mask plate graph; identifying a pattern edge in the to-be-repaired area, and calculating the influence degree of the position change of the pattern edge on the geometric deviation between the predicted pattern and the design layout by adopting the photoetching model; determining an adjustment parameter of the graph edge according to the type and the influence degree of the defect point; and adjusting the pattern edge according to the adjustment parameter to obtain a repaired mask plate pattern. According to the method, the defects in the mask plate graph can be repaired more efficiently.
Owner:ORIENTAL CRYSTAL MICROELECTRONICS TECH (SHANGHAI) CO LTD

Model-based English translation personalized comment and ability improvement direction recommendation system

The invention discloses a model-based English translation personalized comment and ability improvement direction recommendation system. The system comprises a large language model comment engine, a rule verification layer, an ability map updating layer, a learning path recommendation layer and a feedback closed loop module. The large language model commenting engine is used for receiving Chinese-English bilingual results input by a user; gt; generating personalized comment content including an overall score, a fine item score, an error positioning and correcting example and forward feedback; the rule verification layer is used for performing fact consistency verification on the content generated by the large language comment engine, and triggering content regeneration if a factual contradiction is detected; the method has the advantages that deep comments including fine item scores, error positioning and error correction examples can be generated, learners can be clearly informed of'which error is in and how to change ', the crossing from'knowing'to'knowing'is achieved, and the feedback guiding value and learning efficiency are greatly improved.
Owner:高鹏海

Financial contract online editing system based on multi-person cooperation

The invention relates to the technical field of data processing, in particular to a financial contract online editing system based on multi-person collaboration, and the method comprises the steps: capturing an operation feature vector with a space-time mark in real time through an acquisition unit; the analysis unit generates a regional operation intention set in combination with the contract semantic tag library; the conflict probability calculation unit fuses the space overlapping degree, the logic association chain and the time sequence overlapping window to quantify the conflict risk; the dynamic partition response unit triggers area locking, operation confirmation or background monitoring according to probability value grading; the legal rule verification unit implements compliance interception and outputs a forced interrupt signal; the business logic serialization unit reconstructs an instruction sequence; the multi-strategy synchronous execution unit carries out atomic broadcasting, transaction binding and batch asynchronous updating by differentiating a core term channel, a dependency group channel and a common term channel; and the closed-loop audit tracking unit aggregates full-link data to generate a verifiable influence chain. The risk of data inconsistency caused by concurrent operation of financial contracts is systematically solved.
Owner:YAHANG SHARED FINANCE & TAXATION (ZHONGSHAN) CO LTD

Switching power supply intelligent aided design method and system based on RAG and AI Agent

The invention discloses a switching power supply intelligent aided design method and system based on RAG and AI Agent. Comprising the steps that S1, an RAG knowledge base is constructed, domain data collection and data preprocessing are included, and domain knowledge constraint is carried out on a large language model LLM; s2, constructing a switching power supply AI intelligent agent, and combining and constructing a complete cue word project by utilizing an input demand to cooperate with the RAG knowledge base; each step of the switching power supply AI intelligent agent interacts with the RAG, the basis of large model reasoning is enhanced, and the illusion effect of a large model can be remarkably reduced; the design result is audited and checked according to the item-by-item rules through the large model, and it is ensured that the design result meets the standard and the product design specification; the design of the switching power supply is constrained through domain knowledge and environment knowledge so as to solve the illusion influence of a large model; and outputting a BOM list compatible with purchase feasibility and cost optimization by using ERP data and component mall data.
Owner:GUANGDONG DIANBANG NEW ENERGY TECH CO LTD

Knowledge informatics auto reviewer for quality control of reporting

An auto reviewer system designed to execute required rule checks, extract information of interest to human reviewers, and generate a final report with the results. The auto reviewer system operates by checking that an order satisfies a pre-defined set of conditions and raising a flag for each condition not satisfied. The flags considered pertinent to a user's understanding of the final report are then combined into order notes, and the order notes are automatically entered into the internal note fields of the corresponding orders in one or more workbenches. Additionally, flags raised that correspond to order issues requiring manual intervention trigger automatic support request notifications such as emails, which are sent to a user to be resolved. If an order has no issues requiring manual intervention, then the note generated for that order includes a complete statement and is passed for final report generation.
Owner:OMNISEQ INC

Automatic control system and method for approval of integrated construction land

The invention relates to the technical field of geographic information management, in particular to an automatic control system and method for approval of an integrated construction land. The method comprises the following steps: obtaining construction land state index data, and taking state indexes in the construction land state index data as nodes and taking a conversion relation between states as edges, thereby obtaining a state conversion map; state tracking based on a time sequence is carried out on pre-obtained land state historical data, and state conversion path mapping is carried out according to the state conversion map to obtain state conversion path data; performing evolution trend prediction on the state conversion path data to obtain state evolution prediction data; and initializing the semantic network by using the node and edge relationship in the state transition map to obtain the land state semantic network. According to the method, the consistency and the traceability of the approval process are ensured through automatic state consistency rule check.
Owner:WENZHOU SHANGHE TECHNOLOGY CO LTD

System-level design generation method and system based on AI-Agent

The invention provides a system-level design generation method and system based on AI-Agent. The method provided by the invention comprises the following steps: receiving design demand information input by a user; carrying out system-level architecture design and system segmentation on the design demand information based on the AI-Agent, generating a system architecture scheme, design prompt information and a constraint file, and carrying out feasibility verification on the system architecture scheme by generating a rule checking mechanism to obtain the system architecture scheme, the design prompt information and the constraint file which pass verification; matching a corresponding path generation method based on the design prompt information passing verification or a Python algorithm code input by a user, and generating a hardware description language code based on the path generation method; and performing function verification on the hardware description language code, connecting the hardware description language code passing the function verification and the constraint file passing the verification with a back-end tool, performing layout wiring, and outputting a GDS-II layout file.
Owner:DONGHAI LAB

Layout violation repair guidance method and device, medium and product

The invention relates to the field of integrated circuit design and photoetching manufacturing simulation, in particular to a layout violation repair guidance method, layout violation repair guidance equipment, a medium and a product. The layout violation repair guidance method comprises the following steps: inputting an initial layout and a physical design rule to be checked, dividing the initial layout into a plurality of layout blocks, and carrying out physical design rule checking on each layout block; if the design rule violation exists, analyzing graphic attributes around the violation to obtain the cause of the violation; and outputting violation repair guidance information according to the violation cause. And outputting violation repair guidance information of each layout block until all the layout blocks complete rule check. Wherein the graph attributes comprise fixed graphs, access paths of pins and ports, and a wiring network. The electronic equipment, the computer storage medium and the computer program product have the same beneficial effects as the layout violation repair guidance method.
Owner:HUAXIN GIANTS (HANGZHOU) MICROELECTRONICS CO LTD

Service monitoring data enhancement method, system and device based on LLM and retrieval enhancement generation and storage medium

The invention discloses a service monitoring data enhancement method, system and device based on LLM and retrieval enhancement generation and a storage medium, and relates to the technical field of service monitoring and exception handling. The method comprises the steps that user exception description is received, a webpage is retrieved through semantic expansion, and triple output structured data is extracted; and comparing with a local knowledge base, processing and storing the new content classification vector, and updating the index. Performing preliminary screening and reordering by combining exception description and an update library, taking a front list as a context to enable a large language model to generate analysis, evaluation and a strategy, and performing rule check and output; a result is verified, scene variants are generated according to exception types, after duplicate removal, the scene variants, strategies and metadata are structurally stored in a knowledge base, and continuous learning of a closed loop is completed; according to the method, high-quality and high-timeliness service exception training data and processing strategies can be automatically generated, the illusion problem of a large language model in actual operation and maintenance is effectively solved, and the fault response speed and the decision accuracy are improved.
Owner:GUANGXI POWER GRID CORP