Page chart adjustment method and device, electronic equipment and storage medium

Abstract

The invention discloses a page chart adjustment method and device, electronic equipment and a storage medium, and relates to the technical field of artificial intelligence. The method comprises the steps of obtaining a current chart type and adjustment demand content through a chart display page, and transmitting the current chart type and the adjustment demand content to a large language model service; generating target display configuration information according to the current chart type and the adjustment demand content through a large language model service, and feeding back the target display configuration information to the chart display page; and adjusting the current chart through the chart display page according to the target display configuration information to obtain a target chart. According to the technical scheme, page chart adjustment is achieved, excessive page function components do not need to be developed, the influence on the visual effect of the page is small, the page browsing effect is good, excessive extra learning cost cannot be generated, and the use experience of a user on the page is good.

Description

Technical Field

[0001] The present invention relates to the field of artificial intelligence technology, and in particular to a page chart adjustment method, device, electronic device and storage medium. Background Art

[0002] Chart drawing tools are widely used in the field of front-end pages. By configuring specific parameters for the chart drawing tools, it is possible to draw charts on the page, display different styles of charts, and switch between different chart display methods. The existing front-end page chart drawing tools have poor interactive capabilities. For the already drawn charts, it is difficult to adjust the display content of the page chart according to functional requirements.

[0003] At present, the display content of the page chart of the front-end page can be adjusted by adding function buttons to the front-end page. Specifically, each time the display content of a page chart is adjusted, a function button is added to the front-end page. In this way, when adjusting the display content of many page charts, too many function buttons will be generated on the front-end page, resulting in excessive development and cluttered pages; and rendering too many function button components may also cause page freezes; at the same time, the functions of the function button components are easy to confuse, which will cause a large learning cost for users. Summary of the invention

[0004] The present invention provides a page chart adjustment method, device, electronic device and storage medium, which realize page chart adjustment without developing too many page functional components, with less impact on the visual effect of the page, better page browsing effect, and no excessive additional learning cost. The user also has a better experience of using the page.

[0005] According to one aspect of the present invention, a page chart adjustment method is provided, the method comprising:

[0006] Obtain the current chart type and adjustment requirement content through the chart display page, and transmit the current chart type and the adjustment requirement content to the large language model service;

[0007] Generate, through the large language model service, target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page;

[0008] Through the chart display page, the current display content of the current chart is adjusted according to the target display configuration information to obtain the target display content of the target chart.

[0009] According to another aspect of the present invention, a page chart adjustment device is provided, the device comprising:

[0010] The chart display page is used to obtain the current chart type and the adjustment requirement content, and transmit the current chart type and the adjustment requirement content to the large language model service;

[0011] The large language model service is used to generate target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page;

[0012] The chart display page is used to adjust the current display content of the current chart according to the target display configuration information to obtain the target display content of the target chart.

[0013] According to another aspect of the present invention, an electronic device is provided, the electronic device comprising:

[0014] at least one processor; and

[0015] a memory communicatively connected to the at least one processor; wherein,

[0016] The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the page graph adjustment method described in any embodiment of the present invention.

[0017] According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the page graph adjustment method described in any embodiment of the present invention when executed.

[0018] According to another aspect of the present invention, a computer program product is provided. The computer program product includes a computer program. When the computer program is executed by a processor, the page graph adjustment method according to any embodiment of the present invention is implemented.

[0019] The technical solution of the embodiment of the present invention obtains different adjustment requirement contents through a chart display page, and realizes the adjustment of the chart in the chart display page. Compared with the method of using a new function button to adjust the display content of the current chart in the chart display page, the new page content is less, the page development amount is less, the impact on the visual effect of the page is also smaller, and too many page function components will not be rendered, which will not cause page jams, and the page browsing effect is better. At the same time, there is no excessive functional confusion, and no excessive additional learning costs will be generated, and the user experience of the page is also better; through the large language model service, the current chart type and the adjustment requirement content are semantically understood, and the corresponding target display configuration information is generated. The semantic understanding ability of the large language model service is utilized to realize the conversion of the adjustment requirement content into the target display configuration information of the chart display page, and the current display content of the current chart in the chart display page is adjusted, and the display content of the page chart generated by the chart drawing tool is adjusted in a more intelligent, flexible and lightweight way, the interactive ability of the chart drawing tool is expanded, the interactivity and page performance of the chart generated by the chart drawing tool are improved, and the development cost is further reduced.

[0020] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0022] Figure 1 is a flow chart of a page chart adjustment method provided according to the first embodiment of the present invention;

[0023] Figure 2 is a flow chart of a page chart adjustment method provided according to the second embodiment of the present invention;

[0024] Figure 3 is a schematic diagram of the architecture of a page chart adjustment device provided according to Embodiment 2 of the present invention;

[0025] Figure 4 is a signaling flow chart of a page chart adjustment method provided according to Embodiment 2 of the present invention;

[0026] Figure 5is a structural schematic diagram of a page chart adjustment device provided according to Embodiment 3 of the present invention;

[0027] Figure 6 It is a structural schematic diagram of an electronic device for implementing the page chart adjustment method according to an embodiment of the present invention. DETAILED DESCRIPTION

[0028] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0029] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0030] Embodiment 1

[0031] Figure 1 A flow chart of a page chart adjustment method provided in Embodiment 1 of the present invention. The embodiment of the present invention is applicable to the case of adjusting the chart display content of a chart displayed on a page. The method can be performed by a page chart adjustment device, which can be implemented in the form of hardware and / or software. The page chart adjustment device can be configured in an electronic device that carries the page chart adjustment function, such as a client or a server.

[0032] See also Figure 1 The page chart adjustment method shown includes:

[0033] S110. Obtain the current chart type and adjustment requirement content through the chart display page, and transmit the current chart type and adjustment requirement content to the large language model service.

[0034] The chart display page can be used to display the current chart. The current chart can be the chart being displayed in the chart display page. That is, a chart generated by a chart drawing tool. The current chart can include the current table or the current display chart. The current chart type can be the table type of the current table in the chart display page or the display chart type of the current display chart corresponding to the current table. Exemplarily, the current chart type may include a table, a curve chart, a line chart, a pie chart, or a bar chart. The adjustment requirement content can be the content entered by the user in the adjustment requirement input box. The adjustment requirement content can be used to characterize the user's intention to adjust the current chart. Exemplarily, the adjustment requirement content can be "Please show data from the past 10 years."

[0035] In an optional embodiment of the present invention, the chart display page is a chart display page of a financial institution.

[0036] For financial institutions, the chart display page involves a larger amount of charts and richer chart content. In the case of more adjustments to page chart content, the traditional page chart adjustment method is more challenging. This solution can improve the applicability of page chart display content adjustment by concretizing the chart display page as a chart display page of a financial institution.

[0037] Specifically, through the chart display page, the type of the current chart displayed in the chart display page can be detected to obtain the current chart type. Through the chart display page, the text content input by the user can be obtained. Optionally, the content input component in the chart display page can be used to obtain the text content input by the user and obtain the adjustment requirement content. The data transmission interface between the chart display page and the large language model service can be used to transmit the current chart type and the adjustment requirement content to the large language model service.

[0038] Exemplarily, the current graph type and adjustment requirement content transmitted to the large language model service is:

[0039]

[0040] Among them, "continuous_time_graph" is the current chart type, that is, the continuous time curve graph; "Data from the beginning of this month to date" is the adjustment requirement content.

[0041] Optionally, the adjustment requirement input box in the chart display page can be used to obtain the adjustment requirement content. Among them, the adjustment requirement input box can be used to uniformly obtain the adjustment requirement content. The number of adjustment requirement input boxes in the chart display page can be one. Compared with the method of adding a new function button to adjust the display content of the current chart in the chart display page, a unified adjustment requirement input box is used to obtain different adjustment requirement contents to adjust the chart in the chart display page. Only one adjustment requirement input box is added, the page has less new content, the page development amount is less, and the visual effect of the page is less affected; moreover, too many page function components will not be rendered, the page will not be stuck, and the page browsing effect will be better; at the same time, there is no excessive function confusion, and there will not be too much additional learning cost, and the user experience of the page will be better.

[0042] S120. Generate target display configuration information corresponding to the adjustment requirement content and the current chart type through the large language model service according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page.

[0043] The large language model service can be used to perform semantic understanding of the current chart type and adjustment requirement content, and generate adjusted page display configuration information. The large language model service can include a pre-trained large language model. The current chart type can be used to characterize the relevant information of the current chart in the chart display page. The adjustment requirement content can be used to characterize the user's adjustment requirements for the current chart, that is, it can characterize the specific adjustment content of the current chart. The target display configuration information can be the display configuration information of the adjusted current chart.

[0044] Specifically, through the large language model service, the current chart type and the adjustment requirement content can be semantically understood to generate the adjustment requirement content and the target display configuration information corresponding to the current chart type. The target display configuration information can be fed back to the chart display page through the data transmission interface between the large language model service and the chart display page.

[0045] S130. Adjust the current display content of the current chart according to the target display configuration information through the chart display page to obtain the target display content of the target chart.

[0046] The target display configuration information can be used to adjust and render the display content of the page chart. The target display configuration information can be used to directly generate the target display content of the target chart. The current display content can be the display content of the current chart, that is, the display content of the page before the page chart content is adjusted. The target chart can be the chart after the current chart is adjusted. The target chart content can be the display content of the target chart, that is, the display content of the page after the page chart content is adjusted. Exemplarily, the current display content can include current display parameters and current display parameter formats, etc.

[0047] Specifically, through the chart display page, the chart display page can be directly rendered according to the target display configuration information, and the current display content of the current chart can be directly adjusted to the target display content of the target chart.

[0048] The technical solution of the embodiment of the present invention obtains different adjustment requirement contents through a chart display page, and realizes the adjustment of the chart in the chart display page. Compared with the method of using a new function button to adjust the display content of the current chart in the chart display page, the new page content is less, the page development amount is less, the impact on the visual effect of the page is also smaller, and too many page function components will not be rendered, which will not cause page jams, and the page browsing effect is better. At the same time, there is no excessive functional confusion, and no excessive additional learning costs will be generated, and the user experience of the page is also better; through the large language model service, the current chart type and the adjustment requirement content are semantically understood, and the corresponding target display configuration information is generated. The semantic understanding ability of the large language model service is utilized to realize the conversion of the adjustment requirement content into the target display configuration information of the chart display page, and the current display content of the current chart in the chart display page is adjusted, and the display content of the page chart generated by the chart drawing tool is adjusted in a more intelligent, flexible and lightweight way, the interactive ability of the chart drawing tool is expanded, the interactivity and page performance of the chart generated by the chart drawing tool are improved, and the development cost is further reduced.

[0049] Embodiment 2

[0050] Figure 2A flow chart of a page chart adjustment method provided for the second embodiment of the present invention. Based on the above embodiments, the embodiment of the present invention concretizes "through the large language model service, according to the current chart type and the adjustment requirement content, the target display configuration information corresponding to the adjustment requirement content and the current chart type is generated" as "through the large language model service, according to the current chart type, the corresponding target chart configuration template is matched from each candidate chart configuration template in the database; through the large language model service, according to the target chart configuration template and the adjustment requirement content, the target display configuration information corresponding to the adjustment requirement content and the current chart type is generated", and the screening process of the target chart configuration template is introduced. The target display configuration information is generated based on the target chart configuration template, which can reduce the calculation amount of the large language model service and improve the generation efficiency and accuracy of the target display configuration information. It should be noted that for the parts not described in detail in the embodiments of the present invention, please refer to the description of other embodiments.

[0051] See also Figure 2 The page chart adjustment method shown includes:

[0052] S210. Obtain the current chart type and the adjustment requirement content entered in the adjustment requirement input box through the chart display page, and transmit the current chart type and the adjustment requirement content to the large language model service.

[0053] S220 . Using the large language model service, according to the current chart type, a corresponding target chart configuration template is matched from each candidate chart configuration template in the database.

[0054] The database can be used to store alternative chart configuration templates corresponding to alternative chart types. The alternative chart configuration templates can be chart configuration templates pre-stored in the database. The alternative chart configuration templates can be used to quickly filter the target chart configuration templates. Exemplarily, the alternative chart configuration templates can include alternative chart types, alternative page display parameters, alternative page display formats, and alternative page adjustment parameters. Among them, the alternative chart type can be used to characterize the chart type of the alternative chart. The alternative page display parameters can be parameters that the alternative chart actually needs to display in the chart display page. For example, the start time and the end time. The alternative page display format can be the format of the display content of the alternative chart in the chart display page. For example, the content structure, color or font of the alternative page display parameters. The alternative page adjustment parameters can be parameters that are not displayed in the alternative chart but will affect the display content in the alternative chart. For example, the display interval of the bar chart. The target chart configuration template can be an alternative chart configuration template that matches the current chart type in the database. The target chart configuration template can be used to quickly generate target display configuration information. Exemplarily, the target chart configuration template may include a target chart type, a target page display parameter, a target page display format, and a target page adjustment parameter. The target chart type is the current chart type. The target page display parameter may be a parameter that the target chart actually needs to display in the chart display page. The target page display format may be a format of the display content of the target chart in the chart display page. The target page adjustment parameter may be a parameter that is not displayed in the target chart but may affect the display content in the target chart.

[0055] Exemplarily, the alternative chart configuration template (or target chart configuration template) may be:

[0056]

[0057] Among them, "continuous_time_graph" is the alternative chart type (or target chart type), that is, the continuous time curve graph; "Start time" and "End time" are the alternative page display parameters (or target page display parameters); "YYYY-MM-DD HH:mm:ss" is the page display format of "Start time" and "End time".

[0058] Specifically, through the large language model service, the current chart type and the candidate chart types corresponding to the candidate chart configuration templates in the database can be matched for consistency, and the candidate chart configuration template corresponding to the candidate chart type consistent with the current chart type is determined as the target chart configuration template.

[0059] In an optional embodiment of the present invention, before obtaining the current chart type and the adjustment requirement content entered in the adjustment requirement input box through the chart display page, it also includes: obtaining the alternative chart configuration template corresponding to the alternative chart type through the template configuration page, and storing the alternative chart type and the alternative chart configuration template correspondingly in the database.

[0060] The template configuration page can be used to obtain the alternative chart configuration template corresponding to the alternative chart type. Storing the alternative chart type and the alternative chart configuration template in correspondence can facilitate quick screening of the alternative chart configuration templates in the database.

[0061] Optionally, through the template configuration page, the chart configuration template acquisition interface is used to obtain the alternative chart configuration template corresponding to the alternative chart type uploaded by the administrator, and the alternative chart type and the alternative chart configuration template are correspondingly stored in the database. Exemplarily, the alternative chart configuration template corresponding to the alternative chart type can be in code format.

[0062] Optionally, the alternative chart configuration information of the alternative chart type input by the administrator in at least one template configuration input box is obtained through the template configuration page. An alternative chart configuration template is generated according to the alternative chart configuration information and the form attributes corresponding to the template configuration input box. The alternative chart type and the alternative chart configuration template are correspondingly stored in the database.

[0063] This solution obtains an alternative chart configuration template corresponding to the alternative chart type before obtaining the current chart type and entering the adjustment requirement content in the adjustment requirement input box through the chart display page, and stores the alternative chart type and the alternative chart configuration template in a database accordingly. By pre-storing the alternative chart type and the alternative chart configuration template in correspondence, it is convenient to quickly screen the alternative chart configuration templates in the database, which can improve the screening efficiency of the target chart configuration template, and thereby improve the adjustment efficiency of the page chart display content.

[0064] S230. Generate target display configuration information corresponding to the adjustment requirement content and the current chart type through the large language model service according to the target chart configuration template and the adjustment requirement content, and feed back the target display configuration information to the chart display page.

[0065] Specifically, through the large language model service, the target chart configuration template and the adjustment requirement content can be semantically understood to generate the adjustment requirement content and the target display configuration information corresponding to the current chart type. The target display configuration information can be fed back to the chart display page through the data transmission interface between the large language model service and the chart display page.

[0066] In an optional embodiment of the present invention, a large language model service is used to generate target display configuration information corresponding to the adjustment requirement content and the current chart type according to the target chart configuration template and the adjustment requirement content, including: format parsing the target chart configuration template through the large language model service to obtain a target template format description of the target chart configuration template; inputting the target template format description and the adjustment requirement content into the large language model through the large language model service, and outputting the adjustment requirement content and the target display configuration information corresponding to the current chart type.

[0067] The target template format description can be used to characterize the content of the target chart configuration template. The target template format description can be used to standardize the content and format of the generated target display configuration information. The adjustment requirement content can be used to characterize the user's adjustment intention. Combining the target template format description with the adjustment requirement content to generate the target display configuration information not only takes into account the user's adjustment intention, but also ensures that the generated target display configuration information can adapt to the format requirements of the chart display page.

[0068] Specifically, through the large language model service, the format type of the target chart configuration template can be identified. For example, JSON (Java Script Object Notation, lightweight data exchange format), XML (Extensible Markup Language, Extensible Markup Language) format, binary file format, CSV (Comma Separated Values, plain text file) format, PDF (Portable Document Format, Portable Document Format), YAML (YAML Ain't Markup Language, non-markup language format) or INI (Initialization File, a simple text file format for storing configuration information), etc. The target chart configuration template can be format parsed based on the template parsing tool corresponding to the format type of the target chart configuration template to obtain the target template format description of the target chart configuration template. The target template format description and adjustment requirement content of the target chart configuration template can be semantically understood to generate the adjustment requirement content and the target display configuration information corresponding to the current chart type. The target display configuration information can be fed back to the chart display page through the data transmission interface between the large language model service and the chart display page.

[0069] In an optional embodiment of the present invention, the target chart configuration template is formatted and parsed through a large language model service to obtain a target template format description of the target chart configuration template, including: parsing the target chart configuration template through a large language model service to obtain unit target chart configuration information; combining the target chart configuration information of each unit through a large language model service to obtain target structured chart configuration information; and formatting the target structured chart configuration information through a large language model service using a structured output interpreter to obtain a target template format description of the target chart configuration template.

[0070] The unit target chart configuration information can be used to characterize the detailed parameters of the target chart configuration template. It can be understood that the unit target chart configuration information is the result of disassembling the target chart configuration target. Referring to the above example, the unit target chart configuration information may include type: "continuous_time_graph", startTime: "start time, the format is YYYY-MM-DDHH:mm:ss" or endTime: "end time, the format is YYYY-MM-DD HH:mm:ss", etc. The target structured chart configuration information may be the result of combining the unit target chart configuration information according to the input data format of the structured output interpreter. The structured output interpreter can be used to perform format interpretation or content interpretation on the target chart configuration template.

[0071] Specifically, the target chart configuration template is disassembled through the large language model service to obtain the unit target chart configuration information. According to the input data format of the structured output interpreter, the unit target chart configuration information is combined to obtain the target structured chart configuration information. The target structured chart configuration information is input into the structured output interpreter, and the target structured chart configuration information is format parsed to obtain the target template format description of the target chart configuration template.

[0072] This solution obtains unit target chart configuration information by disassembling the target chart configuration template, obtains target structured chart configuration information by combining the target chart configuration information of each unit, and uses a structured output interpreter to parse the format of the target structured chart configuration information to generate a target template format description of the target chart configuration template. The introduction of unit target chart configuration information and a structured output interpreter can improve the accuracy of the target chart configuration template format parsing.

[0073] This solution uses the large language model service to parse the format of the target chart configuration template, obtain the target template format description of the target chart configuration template, input the target template format description and adjustment requirement content into the large language model, output the adjustment requirement content and the target display configuration information corresponding to the current chart type, and introduce the target template format description to improve the format accuracy of the target page display configuration information, thereby ensuring the accuracy and stability of the chart display content adjustment.

[0074] S240. Adjust the current display content of the current chart according to the target display configuration information through the chart display page to obtain the target display content of the target chart.

[0075] The technical solution of the embodiment of the present invention, through the large language model service, matches the corresponding target chart configuration template from each alternative chart configuration template in the database according to the current chart type, generates the target display configuration information corresponding to the adjustment requirement content and the current chart type according to the target chart configuration template and the adjustment requirement content, introduces the screening process of the target chart configuration template, and generates the target display configuration information based on the target chart configuration template, which can reduce the calculation amount of the large language model service, thereby improving the generation efficiency and accuracy of the target display configuration information.

[0076] Chart drawing tools are widely used in the field of front-end pages. After introducing a chart in the front-end page (i.e., the chart display page), you can draw a chart on the chart display page by configuring specific parameters for the chart drawing tool. Developers can also display different chart styles and switch different chart display methods through the rich configuration of the chart drawing tool. However, the interactive ability of the charts drawn by the current chart drawing tool is poor. Users cannot adjust the configuration information of the functional components according to their needs when facing the already drawn charts on the chart display page. For example, the current chart is a bar chart, which shows the monthly revenue for nearly 30 years. There are a total of 360 columns in the current chart, which is relatively dense, but it can show the overall revenue. If the user only wants to see the revenue from January 2023 to June 2024, the chart drawing tool cannot achieve it. For example, in the case where the chart drawing tool cannot adjust the time span of the chart, the developer can add a calendar button to the chart display page to let the user choose the time span to display. Although users can provide users with more interactive functions by adding calendar buttons, if users want to change the display unit of the bar chart or adjust the background color of the bar chart, two more function buttons need to be added to the chart display page. If several functions need to be added, developers need to add several function buttons on the page. This is an effective way to expand the chart interactive function of the chart drawing tool, which makes up for the fact that the chart drawing tool cannot support ordinary users to adjust the display content of the page chart according to user needs. When there are many adjustment requirements, adding too many function buttons to the page will result in a large amount of development and a messy page; moreover, rendering too many function button components may cause the page to freeze; at the same time, the functions of the function button components are easy to confuse, which will cause a large learning cost for users. Specifically, for each additional adjustment requirement, a function button needs to be added to the front-end page, which has poor flexibility; moreover, each function button needs to be developed separately, and the style of the function button also needs to be adjusted according to the usage scenario, which has a high development cost; there are many function button elements to be rendered, which will cause poor browser page rendering performance; the amount of code for processing different function buttons is too large and the code volume is too large, which will consume more bandwidth, thereby affecting the loading speed of the entire page; in addition, when there are many function buttons on the page, users are easily confused about the functions of the buttons, resulting in high user learning costs.

[0077] Figure 3 The following is a schematic diagram of the structure of a page chart adjustment device. Figure 3As shown, the page chart adjustment device may include a front-end application system (i.e., a front-end web application) and a back-end configuration system (i.e., a back-end configuration system). The front-end application system includes a chart display page (i.e., a web chart page) and a large language model service; the back-end configuration system includes a template configuration page and a database. The chart display page is used to display charts to users. The large language model service is used to receive data sent by the chart display page for semantic understanding and generate target chart configuration information. The template configuration page is used to obtain alternative chart configuration templates corresponding to the administrator's alternative chart types. The database is used to store alternative chart configuration templates. As shown in FIG. Figure 3 As shown, during the template configuration process, the administrator enters alternative chart configuration templates of different alternative chart types (i.e., various types of chart configuration templates) in the template configuration page in the back-end configuration system, and stores them in the database. After the configuration of the alternative chart configuration template is completed, it can be reused later. During the page chart adjustment process, if the user enters the adjustment requirement content (i.e., query content) in the chart display page, such as "Please display data for the past 10 years." The adjustment requirement content and the current chart type (i.e., copywriting) are passed to the large language model service through the data transmission interface. The large language model service matches the corresponding target chart configuration template from the database through the current chart type (i.e., reads the configuration). The large language model service inputs the matched target chart configuration template and the user's adjustment requirement content into the large language model service, so that the large language model generates the target display configuration information corresponding to the current chart type and the adjustment requirement content, such as JSON information. The large language model service returns the target display configuration information to the chart display page. The chart display page renders the target chart according to the target display configuration information.

[0078] Figure 4 The signaling flow chart of the page chart adjustment method is as follows. Based on the above embodiment, Figure 4 This is a preferred embodiment of the present invention. Figure 4 The page chart adjustment method shown includes:

[0079] S410. During the template configuration process, the administrator inputs the alternative chart configuration template of each alternative chart type in the template configuration page of the backend configuration system, and stores each alternative chart type and the corresponding alternative chart configuration template in the database for subsequent matching.

[0080] Among them, inputting the alternative chart configuration template of each alternative chart type is inputting each type of chart configuration template. Storing each alternative chart type and the corresponding alternative chart configuration template in the database is storing the template configuration and storing it in tables by type. The database is the backend database.

[0081] Exemplarily, the alternative chart configuration template may be:

[0082]

[0083] Among them, continuous_time_graph is the alternative chart type (or target chart type), that is, the continuous time curve graph; the start time and the end time are the alternative page display parameters (or target page display parameters); the page display format of the start time and the end time is "YYYY-MM-DDHH:mm:ss"; the alternative chart configuration template of the continuous time curve graph can be entered in the database of the back-end configuration system and stored in the alternative chart type, that is, in the type table, for subsequent creation of the target template format description.

[0084] S420. During the page chart adjustment process, after the user inputs the adjustment requirement content in the adjustment requirement input box of the chart display page, the adjustment requirement content and the current chart type are sent to the large language model service through the data transmission interface.

[0085] In the chart display page, an adjustment requirement input box is added for users to input adjustment requirement content. The adjustment requirement content is the query content. The web chart page is the chart display page. Sending the adjustment requirement content and the current chart type to the large language model service is sending the query text and chart type information.

[0086] Exemplarily, the current graph type and adjustment requirement content transmitted to the large language model service are:

[0087]

[0088] Among them, continuous_time_graph is the current chart type, that is, the continuous time curve graph; "data from the beginning of this month to date" is the adjustment requirement content.

[0089] S430. The large language model service matches and reads the target chart configuration template from the database of the backend configuration system according to the current chart type.

[0090] According to the current chart type, the large language model service matches the target chart configuration template from the database of the backend configuration system according to the current chart type, and reads it, that is, sending the chart type, and feedbacks the corresponding chart type configuration template.

[0091] S440. The large language model service passes the target chart configuration template to the structured output interpreter in the form of target structured chart configuration information to obtain a target template format description of the target chart configuration template.

[0092] The large language model service passes the target graph configuration template to the structured output interpreter in the form of target structured graph configuration information, and obtains the target template format description of the target graph configuration template, which is processed by the structured interpreter.

[0093] S450: Input the adjustment requirement content and the target template format description input by the user into the large language model to obtain the adjustment requirement content and the target display configuration information corresponding to the current chart type.

[0094] The adjustment requirement content and target template format description input by the user are input into the large language model to obtain the adjustment requirement content and the target display configuration information corresponding to the current chart type, that is, to generate a configuration for the large language model.

[0095] Exemplarily, the target display configuration information may be:

[0096]

[0097] Among them, continuous_time_graph is the current chart type, that is, the continuous time curve graph; "2024-03-01 00:00:00" and "2024-03-11 10:01:32" are the target page display parameters.

[0098] S460. The target display configuration information generated by the large language model is responded to the chart display page. After obtaining the target display configuration information, the chart display page calls the setting options of the current chart that has been drawn by the chart drawing tool, and re-renders the current display content of the current chart to obtain the target display content of the target chart.

[0099] The target display configuration information generated by the large language model is responded to the chart display page, which is to feedback the new chart configuration. After obtaining the target display configuration information, the chart display page calls the setting options of the current chart that has been drawn by the chart drawing tool, and re-renders the current display content of the current chart to obtain the target display content of the target chart, which is the chart re-rendering.

[0100] The parameters finally obtained by the chart display page are in the required format, such as JSON, which realizes the transformation from natural language to standard format and is presented in real time on the chart display page.

[0101] The purpose of this solution is to solve the problems of poor interactivity of charts generated by existing chart drawing tools, high cost of expanding interactive capabilities, and unfriendly current expansion solutions to users. Based on this, this solution proposes an intelligent chart mechanism based on a large language model and a chart drawing tool, and renders an additional adjustment requirement input box on the chart for users to interact with the intelligent chart. The large language model generates the corresponding target display configuration information of the fixed format of the target chart configuration template by understanding the user's adjustment requirements, and then triggers the current chart to be re-rendered to show the effect expected by the user. This solution uses the natural language understanding ability of the large language model to convert the natural language input by the user into the target display configuration information of the corresponding chart drawing tool and re-render the current chart on the page to achieve the expected effect of interaction, and expand the interactive capabilities of the charts generated by the chart drawing tool in a more intelligent, flexible and lightweight way, so that the charts generated by the chart drawing tool are more interactive, have better page performance, and have lower development costs. Specifically, this solution is an extension of the original functions of the chart drawing tool, and has strong reusability. The beneficial effects of using this method to extend the smart chart include that the chart display page does not need to render various function buttons, the elements to be rendered are greatly reduced, the rendering performance of the browser is improved, and the page rendering speed is accelerated; the logic to be processed on the chart display page is less and clearer, avoiding page freezes caused by executing a large number of function button events; the intelligent question-and-answer rendering using a large language model reduces the user's learning cost, and the use of charts is more efficient and faster; if the functional logic of a large number of function buttons is removed from the code, the code file size can be reduced, thereby saving network bandwidth and accelerating the loading speed of the entire chart display page; this solution is more intelligent, can reduce the complexity of chart interaction, can understand human natural language, and has more precise operations and fewer operating steps; the functions of smart charts are more complete and perfect, which can be understood as, for example, if a user wants to select discrete data, such as only displaying the data of even months in a bar chart, it is difficult to achieve using function buttons, and there is no suitable solution for the time being; this solution saves development costs, and there is no need to develop corresponding function buttons for each function.

[0102] Embodiment 3

[0103] Figure 5 This is a schematic diagram of the structure of a page chart adjustment device provided in Embodiment 3 of the present invention. The embodiment of the present invention can be applied to the case of adjusting the chart display content of a chart displayed on a page, the device can execute a page chart adjustment method, the device can be implemented in the form of hardware and / or software, and the device can be configured in an electronic device that carries a page chart adjustment function, such as a client or a server.

[0104] See also Figure 5The page chart adjustment device shown includes: a chart display page 510 and a large language model service 520; wherein the chart display page 510 is used to obtain the current chart type and adjustment requirement content, and transmit the current chart type and the adjustment requirement content to the large language model service; the large language model service 520 is used to generate target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page; through the chart display page 510, it is used to adjust the current display content of the current chart according to the target display configuration information to obtain the target display content of the target chart.

[0105] The technical solution of the embodiment of the present invention obtains different adjustment requirement contents through a chart display page, and realizes the adjustment of the chart in the chart display page. Compared with the method of using a new function button to adjust the display content of the current chart in the chart display page, the new page content is less, the page development amount is less, the impact on the visual effect of the page is also smaller, and too many page function components will not be rendered, which will not cause page jams, and the page browsing effect is better. At the same time, there is no excessive functional confusion, and no excessive additional learning costs will be generated, and the user experience of the page is also better; through the large language model service, the current chart type and the adjustment requirement content are semantically understood, and the corresponding target display configuration information is generated. The semantic understanding ability of the large language model service is utilized to realize the conversion of the adjustment requirement content into the target display configuration information of the chart display page, and the current display content of the current chart in the chart display page is adjusted, and the display content of the page chart generated by the chart drawing tool is adjusted in a more intelligent, flexible and lightweight way, the interactive ability of the chart drawing tool is expanded, the interactivity and page performance of the chart generated by the chart drawing tool are improved, and the development cost is further reduced.

[0106] In an optional embodiment of the present invention, the large language model service 520 includes: the large language model service 520 is used to match the corresponding target chart configuration template from each alternative chart configuration template in the database according to the current chart type; the large language model service 520 is used to generate the adjustment requirement content and the target display configuration information corresponding to the current chart type according to the target chart configuration template and the adjustment requirement content.

[0107] In an optional embodiment of the present invention, the large language model service 520 includes: the large language model service 520 is used to perform format parsing on the target chart configuration template to obtain the target template format description of the target chart configuration template; the large language model service 520 is used to input the target template format description and the adjustment requirement content into the large language model, and output the adjustment requirement content and the target display configuration information corresponding to the current chart type.

[0108] In an optional embodiment of the present invention, the large language model service 520 includes: the large language model service 520 is used to parse the target chart configuration template to obtain unit target chart configuration information; the large language model service 520 is used to combine each unit target chart configuration information to obtain target structured chart configuration information; the large language model service 520 is used to use a structured output interpreter to perform format parsing on the target structured chart configuration information to obtain a target template format description of the target chart configuration template.

[0109] In an optional embodiment of the present invention, the device also includes: a template configuration page; the template configuration page is used to obtain an alternative chart configuration template corresponding to the alternative chart type before obtaining the current chart type and adjusting the required content through the chart display page, and store the alternative chart type and the alternative chart configuration template in a database accordingly.

[0110] In an optional embodiment of the present invention, the chart display page is a chart display page of a financial institution.

[0111] The page chart adjustment device provided in the embodiment of the present invention can execute the page chart adjustment method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0112] In the technical solution of the embodiment of the present invention, the collected information is information and data authorized by the user or fully authorized by all parties, and the collection, storage, use, processing, transmission, provision, disclosure and application of the relevant data comply with the relevant laws, regulations and standards of the relevant countries and regions, take necessary confidentiality measures, do not violate public order and good morals, and provide corresponding operation entrances for users to choose to authorize or refuse.

[0113] Embodiment 4

[0114] According to an embodiment of the present invention, the present invention also provides an electronic device, a readable storage medium and a computer program product.

[0115] Figure 6A schematic diagram of the structure of an electronic device 600 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0116] like Figure 6 As shown, the electronic device 600 includes at least one processor 601, and a memory connected to the at least one processor 601, such as a read-only memory (ROM) 602, a random access memory (RAM) 603, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 601 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 602 or the computer program loaded from the storage unit 608 to the random access memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the electronic device 600 can also be stored. The processor 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

[0117] Multiple components in the electronic device 600 are connected to the I / O interface 605, including: an input unit 606, such as a keyboard, a mouse, etc.; an output unit 607, such as various types of displays, speakers, etc.; a storage unit 608, such as a disk, an optical disk, etc.; and a communication unit 609, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 609 allows the electronic device 600 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0118] The processor 601 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 601 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 601 executes the various methods and processes described above, such as a page graph adjustment method.

[0119] In some embodiments, the page graph adjustment method may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 608. In some embodiments, part or all of the computer program may be loaded and / or installed on the electronic device 600 via the ROM 602 and / or the communication unit 609. When the computer program is loaded into the RAM 603 and executed by the processor 601, one or more steps of the page graph adjustment method described above may be performed. Alternatively, in other embodiments, the processor 601 may be configured to perform the page graph adjustment method in any other appropriate manner (e.g., by means of firmware).

[0120] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), complex programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0121] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0122] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0123] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0124] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0125] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The relationship between the client and the server is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or a cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS (Virtual Private Server) services.

[0126] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.

[0127] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A page chart adjustment method, characterized in that: The method comprises: Obtain the current chart type and adjustment requirement content through the chart display page, and transmit the current chart type and the adjustment requirement content to the large language model service; Generate, through the large language model service, target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page; Through the chart display page, the current display content of the current chart is adjusted according to the target display configuration information to obtain the target display content of the target chart.

2. The method according to claim 1, characterized in that The generating, by the large language model service, target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, includes: By using the large language model service, according to the current chart type, matching a corresponding target chart configuration template from each candidate chart configuration template in the database; The target display configuration information corresponding to the adjustment requirement content and the current chart type is generated according to the target chart configuration template and the adjustment requirement content through the large language model service.

3. The method according to claim 2, characterized in that The generating, through the large language model service, target display configuration information corresponding to the adjustment requirement content and the current chart type according to the target chart configuration template and the adjustment requirement content, includes: By using the large language model service, format parsing is performed on the target chart configuration template to obtain a target template format description of the target chart configuration template; Through the large language model service, the target template format description and the adjustment requirement content are input into the large language model, and the adjustment requirement content and the target display configuration information corresponding to the current chart type are output.

4. The method according to claim 3, characterized in that The target chart configuration template is format parsed by the large language model service to obtain a target template format description of the target chart configuration template, including: Parsing the target chart configuration template through the large language model service to obtain unit target chart configuration information; By using the large language model service, combining the unit target graph configuration information to obtain target structured graph configuration information; The target structured chart configuration information is format parsed by using the large language model service and a structured output interpreter to obtain a target template format description of the target chart configuration template.

5. The method according to claim 2, characterized in that: Before obtaining the current chart type and adjusting the required content through the chart display page, it also includes: The alternative chart configuration template corresponding to the alternative chart type is obtained through the template configuration page, and the alternative chart type and the alternative chart configuration template are correspondingly stored in a database.

6. The method according to claim 1, characterized in that The chart display page is a chart display page of a financial institution.

7. A page chart adjustment device, characterized in that: The device comprises: a chart display page and a large language model service; wherein, The chart display page is used to obtain the current chart type and the adjustment requirement content, and transmit the current chart type and the adjustment requirement content to the large language model service; The large language model service is used to generate target display configuration information corresponding to the adjustment requirement content and the current chart type according to the current chart type and the adjustment requirement content, and feed back the target display configuration information to the chart display page; The chart display page is used to adjust the current display content of the current chart according to the target display configuration information to obtain the target display content of the target chart.

8. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor. The computer program is executed by the at least one processor so that the at least one processor can perform the page graph adjustment method according to any one of claims 1 to 6.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the page graph adjustment method according to any one of claims 1 to 6 when executed.

10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the page graph adjustment method according to any one of claims 1 to 6 is implemented.

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