8 results about "Interface analysis" patented technology

The application discloses an intelligent man-machine interaction method based on voice recognition and interface analysis, comprising the following steps: analyzing a current application program graphical user interface through an operating system interface or a background service, recognizing target controls in the interface and coordinate positions of the controls on a screen; establishing a mapping relationship based on spatial layout relationships and hierarchical structures of the controls; receiving a user voice instruction, performing voice recognition and semantic analysis to recognize a target identifier and operation content; and simulating input device action to operate the target controls according to an analysis result. The application can understand interface semantics, accurately map voice instructions to specific interface elements, realize deep cooperation between voice and interface control, and provide a more convenient computer operation mode for people with physical disabilities, thus having positive social and economic benefits.

The invention provides a big language model-based inter-interface dependency analysis method and an interface test construction method. The method comprises the following steps of: collecting service interface information for supporting user service circulation in a user service operation process; wherein the service interface information comprises interface metadata; generating a cue word text based on the service interface information, calling a large language model LLM and taking the cue word text as input, generating an LLM response text by the LLM according to a set dialogue state, and extracting structured semantic information based on the LLM response text; wherein the step of setting the dialogue state comprises single-interface analysis, double-interface comparison and association reasoning; the method comprises the steps of identifying a field-level dependency relationship between interfaces on the basis of structured semantic information, constructing an interface dependency relationship on the basis of the field-level dependency relationship between the interfaces, constructing a multi-layer dependency relationship and an interface calling path set on the basis of the interface dependency relationship and interface metadata, and then carrying out interface testing.

The application discloses a unit test code generation method, system, device and medium, which is applied to the technical field of code generation and includes the following steps: obtaining a structured meta-information set and a source code syntax structure model by performing program structure interface analysis and abstract syntax tree analysis on target engineering code; generating a structured context feature vector based on the structured meta-information set and the source code syntax structure model; searching a historical test case sample set from a historical test case database, wherein the historical test case sample set meets a matching condition in terms of global line coverage weighted similarity with the structured context feature vector; filling a Prompt template of different test sub-tasks based on the historical test case sample set and the structured context data through an Agent intelligent agent; generating different modular test codes by using different test code generation models; and performing closed-loop verification after integrating the different modular test codes into unit test codes, so that the code quality, practicality and adaptability are improved.

The invention discloses an interface adaptive accurate analysis AI intelligent question system and method, and belongs to the technical field of artificial intelligence. The method is a comprehensive solution based on user Token dynamic authentication, a Webhook-driven API metadata adaptive mechanism, a large language model and execution environment cooperative computing. The system automatically synchronizes and semantically enhances interface description by monitoring a change event of the API management platform, and stores the interface description into a vector database; when the user asks questions, semantic retrieval and API selection are carried out in combination with the identity Token of the user, and permission verification is carried out based on the Token; and when the returned data volume is relatively large, the Python sandbox is automatically triggered to execute the statistical code generated by the LLM, so that the accuracy of numerical calculation is ensured. According to the invention, the integrated intelligent number asking capability with controllable authority, accurate result and self-adaptive interface is realized, and the safety, reliability, maintainability and the like of an enterprise-level information system can be remarkably improved.

The application provides a multi-agent cooperative interface automatic test method, device and medium, and belongs to the technical field of software test automation. The method comprises the following steps: receiving interface information of a user interface to be tested uploaded by a user; calling an image analysis agent to analyze and identify the interface information to generate an interface analysis result; based on the interface analysis result, calling a test case generation agent to automatically generate a test case; based on the test case and a selection instruction, calling a test script generation agent to generate a test script in a selected script format; calling a script execution agent to run the test script to simulate user operation, execute the test on the user interface to be tested, and record the execution process; and generating a test report according to the execution result of the test script. The application realizes automatic and efficient execution of UI automatic test.

This invention relates to the field of computer technology and discloses an interface parsing method, apparatus, device, and medium applied to an interface parser. The method includes: receiving interface request data sent by an external system through an interface layer and transmitting the interface request data to a parser layer; identifying the communication protocol type through the parser layer and matching the corresponding protocol adaptation rules according to the identified communication protocol type to generate target interface parsing rules; performing standardization processing on the interface request data according to the target interface parsing rules through the parser layer to obtain standardized request data which is then written to a business data layer; obtaining the standardized request data through a business service layer and executing business processing logic to obtain a business processing result which is returned to the parser layer; encapsulating the business processing result through the parser layer and outputting the encapsulated target response data to the external system through the interface layer. This application can improve the system's adaptability to multi-protocol environments and its overall operational stability.

The invention discloses an automatic interface modeling method, device and equipment. The method comprises the following steps: acquiring a scene description graph constructed based on business demand analysis; identifying elements representing interface information in the scene description graph to obtain interface element information; creating / updating at least one interface block based on the interface element information, wherein the interface block comprises an entity serving as an interface sender and an entity serving as an interface receiver; for the entity in the interface block, creating / updating a proxy port applying the interface block; and determining a stream and a direction thereof in the interface block based on the interface element information, and creating / updating internal feature elements of the interface block by using the stream and the direction thereof. Therefore, the problems of data consistency defect, automatic modeling mechanism limitation and interface analysis normal form support limitation of an existing interface automatic modeling method are solved.

The invention provides a dynamic analysis function interface method and system based on a VxWorks operating system, and the method comprises the steps: S1, reading a function command configuration file, and storing the function command configuration file after analysis; s2, writing the stored function interface information into a memory file system; s3, executing the function interface information obtained through analysis as a whole to obtain key information output, and redirecting standard output into a memory to capture key output information in the function execution process; and S4, executing the temporary file as a shell script of VxWorks, judging whether execution succeeds or not by comparing log information with preset success information, and if the execution succeeds, uploading a result to upper computer tool software. According to the invention, the parameter analysis logic is simplified, and the flexibility and expandability of the system are enhanced.