Content creation method and related equipment

Abstract

The invention discloses a content creation method and related equipment, and belongs to the technical field of the Internet, and the method comprises the steps: displaying a content interaction creation interface which is used for carrying out information interaction with a target object and displaying creation content created at least based on a private domain database; and in response to a first trigger operation for session interaction of the content interaction creation interface, displaying session interaction information with the target object and displaying first creation content obtained after the creation content is adjusted at least based on the session interaction information. Complete creation context and basis are provided by constructing the private domain database, so that the quality of a deep creation content result is improved, the output result can be optimized and adjusted in real time in the process of outputting the deep creation content by responding to the first triggering operation used for content adjustment of the user in real time, and the user experience is improved. The later adjustment time is greatly reduced, and the user experience is effectively improved.

Description

Technical Field

[0001] This application relates to the field of Internet technology, and in particular to a content creation method and related equipment. Background Technology

[0002] Currently, digital employee deep creation, as a new creative model, allows for the free layout and adjustment of content through a canvas, ultimately forming a carrier for output.

[0003] In related technologies, common document and image data are typically used for content generation. However, in practical applications, it has been found that traditional creation processes suffer from poor quality and accuracy of content generated based on common document and image data, and the inability to optimize the content in real time during the output process.

[0004] In summary, the technical problems existing in the relevant technologies need to be improved. Summary of the Invention

[0005] This application provides a content creation method and related equipment, which can improve the quality of deep content creation results, optimize and adjust output results in real time, significantly reduce post-adjustment time, and effectively improve the user experience.

[0006] In a first aspect, embodiments of this application provide a content creation method, the method comprising the following steps: The content creation interface is used to interact with the target object and display created content based on at least a private domain database. In response to a first trigger operation of a session interaction on the content creation interface, session interaction information with the target object is displayed, and first created content is displayed after adjusting the created content based at least on the session interaction information.

[0007] According to some embodiments of this application, before the interactive content creation interface is displayed, the following is also included: The interactive interface is displayed, which is used to respond to the selection of tasks for the target object and the selection of private domain data; In response to the triggering of a content creation event on the target object, the content interaction creation interface is displayed.

[0008] According to some embodiments of this application, the method further includes: In response to a second triggering operation on the content creation interface, the content involved in the second triggering operation is adjusted in the private domain database; This displays the adjusted and updated private domain database.

[0009] According to some embodiments of this application, the method further includes: In response to a third triggering operation on a target control associated with the private domain database, the content involved in the third triggering operation is adjusted in the private domain database; or, in response to a target object using the adjustment of the private domain database in a session intent as a fourth triggering operation during a session interaction, the content involved in the fourth triggering operation is adjusted in the private domain database. This displays the adjusted and updated private domain database.

[0010] According to some embodiments of this application, the method further includes: The second created content is obtained by updating the first created content based at least on the adjusted private domain database; Display the updated second created content.

[0011] According to some embodiments of this application, the method further includes: In the first area of ​​the content creation interface, the first created content before the update and the second created content after the update are displayed simultaneously.

[0012] According to some embodiments of this application, the method further includes: If the first created content before the update and the second created content after the update belong to the same content creation theme... In the first area of ​​the content creation interface, the first created content before the update and the second created content after the update are displayed simultaneously, along with comparison of modification traces.

[0013] According to some embodiments of this application, the method further includes: If the created content and the first created content belong to the same content creation theme, save the version of the first created content; or, if the created content and the first created content do not belong to the same content creation theme, save both the created content and the version of the first created content. Displays the saved content.

[0014] According to some embodiments of this application, the method further includes: In response to the selection of any content in the saved content, the selected content is displayed in the first area of ​​the content creation interface.

[0015] According to some embodiments of this application, the method further includes: In response to the fourth triggered action on content in the private domain database, the selected content is displayed.

[0016] According to some embodiments of this application, the method further includes: In response to an editing operation on the selected content, the selected content and a first region are displayed; wherein the content created in the first region is adjusted according to the edited selected content.

[0017] According to some embodiments of this application, the step of responding to a first triggering operation of a session interaction on the content creation interface, displaying session interaction information with the target object and displaying first created content obtained by adjusting the created content based at least on the session interaction information, includes: When any content in the created content is selected, a first trigger operation is initiated in response to a session interaction on the content creation interface, the first trigger operation being used to transmit session information to the target object including the intention to adjust any selected content in the created content; Display the session interaction information with the target object and display the first created content obtained after adjusting the created content based at least on the session interaction information.

[0018] According to some embodiments of this application, the method further includes: If the user does not select a template, the target object matches the template based on the attributes of the created content and displays the content; or, In response to the template selected by the user, the created content is matched with the selected template and displayed.

[0019] According to some embodiments of this application, the method further includes: In response to the session interaction information involving an intention to adjust the private domain database and / or created content, the target object adjusts the private domain database and / or created content according to the adjustment intention.

[0020] Secondly, embodiments of this application provide a content creation apparatus, the apparatus comprising: The content creation and display module is used to display the content creation and interaction interface, which is used to interact with the target object and display the created content based on at least the private domain database. The content creation adjustment module is used to respond to a first trigger operation of the session interaction on the content creation interface, display the session interaction information with the target object, and display the first created content after adjusting the created content based at least on the session interaction information.

[0021] Thirdly, embodiments of this application provide an electronic device, which includes a memory and a processor. The memory stores a computer program, and the processor executes the computer program to implement the above-described method.

[0022] Fourthly, embodiments of this application provide a computer-readable storage medium storing a computer program that, when executed by a processor, implements the above-described method.

[0023] Fifthly, embodiments of this application provide a computer program product, including a computer program that, when executed by a processor, implements the above-described method.

[0024] This application embodiment provides a complete creative context and basis by constructing a private domain database, thereby improving the quality of deep content creation results. It can also optimize and adjust the output results in real time during the output of deep content creation by responding to the user's first trigger operation for content adjustment, thereby greatly reducing the later adjustment time and effectively improving the user experience. Attached Figure Description

[0025] Figure 1 This is a schematic diagram of the implementation environment of a content creation method provided in an embodiment of this application; Figure 2 This is a flowchart illustrating a content creation method provided in an embodiment of this application; Figure 3 This is a schematic diagram of a content creation interface provided in an embodiment of this application; Figure 4 This is a schematic diagram of an interactive interface provided in an embodiment of this application; Figure 5 This is a schematic diagram of a first region provided in an embodiment of this application; Figure 6 This is a schematic diagram of a process for real-time updating of depth-created content results provided in an embodiment of this application; Figure 7 This is a schematic diagram of the structure of a content creation device provided in an embodiment of this application; Figure 8 This is a schematic diagram of the hardware structure of an electronic device provided in an embodiment of this application. Detailed Implementation

[0026] To make the objectives, technical solutions, and advantages of this application clearer, the following detailed description is provided in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of this application and are not intended to limit it. In the following description, when referring to the accompanying drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with those of this application; they are merely examples of apparatuses and methods consistent with some aspects of the embodiments of this application as detailed in the appended claims.

[0027] It is understood that the terms “first,” “second,” etc., used in this application may be used herein to describe various concepts, but unless otherwise stated, these concepts are not limited by these terms. These terms are only used to distinguish one concept from another. For example, without departing from the scope of the embodiments of this application, first information may also be referred to as second information, and similarly, second information may also be referred to as first information. Depending on the context, the words “if,” “when,” or “in response to a determination” as used herein may be interpreted as “when…” or “when…” or “in response to a determination.”

[0028] As used in this application, the terms "at least one", "multiple", "each", "any", etc., "at least one" includes one, two or more, "multiple" includes two or more, "each" refers to each of the corresponding multiples, and "any" refers to any one of the multiples.

[0029] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The terminology used herein is for the purpose of describing embodiments of this application only and is not intended to limit this application.

[0030] Currently, digital employee deep creation, as a new creative model, allows for the free layout and adjustment of content through a canvas, ultimately forming a carrier for output.

[0031] In related technologies, common document and image data are typically used for content generation. However, in practical applications, it has been found that traditional creation processes suffer from poor quality and accuracy of content generated based on common document and image data, and the inability to optimize the content in real time during the output process.

[0032] In view of this, this application provides a content creation method and related equipment, which improves the quality of deep content creation results by constructing a private domain database to provide a complete creation context and basis. It can also optimize and adjust the output results in real time during the output of deep content creation by responding to the user's first trigger operation for content adjustment, thereby greatly reducing the later adjustment time and effectively improving the user experience.

[0033] It should be noted that in all specific embodiments of this application, when processing data related to user identity or characteristics, such as user information, user behavior data, user historical data, and user location information, user permission or consent is obtained first. Furthermore, the collection, use, and processing of this data comply with relevant laws, regulations, and standards. In addition, when embodiments of this application require access to sensitive personal information of users, separate permission or consent from the user is obtained through pop-ups or redirection to confirmation pages. Only after obtaining the user's separate permission or consent is the necessary user-related data required for the proper functioning of these embodiments acquired.

[0034] The specific implementation methods of the embodiments of this application will be described in detail below with reference to the accompanying drawings. First, a content creation method provided in an embodiment of this application will be described with reference to the accompanying drawings.

[0035] Please refer to Figure 1 , Figure 1 This is a schematic diagram of the implementation environment of a content creation method provided in this application embodiment. In this implementation environment, the main hardware and software components involved include a terminal processor 110 and a server 120.

[0036] Specifically, the terminal processor 110 may have a control program for the content creation method installed, and the server 120 is the backend server for this control program. The terminal processor 110 and the backend server 120 are connected. The content creation method provided in this embodiment can be executed on the terminal processor 110 side.

[0037] Server 120 can be a standalone physical server, a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, CDN (Content Delivery Network), and big data and artificial intelligence platforms.

[0038] In addition, server 120 can also be a node server in a blockchain network.

[0039] The terminal processor 110 and the server 120 can establish a communication connection via a wireless network. This wireless network uses standard communication technologies and / or protocols. The network can be the Internet or any other network, including but not limited to a Local Area Network (LAN), Metropolitan Area Network (MAN), Wide Area Network (WAN), mobile, or any combination of wireless networks, private networks, or virtual private networks. Furthermore, these hardware and software components can use the same or different communication connection methods; this application does not impose specific limitations in this regard.

[0040] Of course, this is understandable. Figure 1 The implementation environment described in this application is only one of the optional application scenarios for the content creation method provided in this embodiment. The actual application is not fixed. Figure 1 The software and hardware environment shown is not specifically limited in this application.

[0041] like Figure 2 As shown, Figure 2 This is a flowchart illustrating a content creation method provided in an embodiment of this application, specifically including but not limited to steps 100 to 200.

[0042] Step 100: Display the content interaction creation interface. The content interaction creation interface is used to interact with the target object and display the created content based on at least the private domain database.

[0043] In this embodiment, the content creation interface serves as a front-end display interface, capable of interacting with a target object and displaying created content based at least on a private domain database. The target object can be a digital employee intelligent agent. This agent, integrating technologies such as robotic process automation, artificial intelligence, and big data analytics, can integrate relevant creation request instructions, generate candidate content and text that satisfy template constraints, perform post-processing and quality verification, and output the created content segment by segment within a single session.

[0044] In practical applications, the content creation interface can display at least one of the following interfaces based on user needs: a private database interface, a content creation interface, and a conversational interaction interface. It can also add, delete, or move any interface by recognizing user interface modification commands. When users interact with a target object in the conversational interaction interface, they can do so through text messages, user interface interactions (such as mouse gestures or clicking any function button), or voice messages.

[0045] It is understandable that private domain databases from multiple different data sources can be referenced, and any private domain database can contain private domain data from multiple different application sources and of different data types. When displaying private domain databases to users in the content interaction creation interface, different private domain databases and different private domain data in each private domain database can be displayed to users in different forms such as collection and grouping.

[0046] Further, please refer to Figure 3 , Figure 3 This is a schematic diagram of a content creation interface provided in an embodiment of this application. It mainly includes a content creation interface 310, an information interaction dialog box 320, a private domain database display box 330, and a content creation output result 340. The content creation interface 310 can be used to display created content and provide the information interaction dialog box 320 for users to interact with target objects. The content creation output result 340 can be output as a document or cloud link for easy saving by the user. Furthermore, the private domain database display box 330 can display all collected private domain data to the user and can determine whether each piece of private domain data is selected by responding to the user's click selection action. It is understood that in addition to outputting created content in text form, other forms such as images and videos can also be used to output created content, forming a multimodal, in-depth content creation result output.

[0047] Furthermore, by receiving user input and interacting with the system, prompts are constructed, deep creation request instructions are generated, and the deep creation mode Canvas is enabled by calling the digital employee intelligent agent and referencing the private domain database, thereby continuously outputting and displaying the creation content results.

[0048] For example, by receiving user input in the form of text, voice, or images, key entities can be extracted based on a preset task template, prompt words can be constructed, and a deep creation request instruction can be generated to invoke the digital employee intelligent agent, enable the deep creation mode Canvas, retrieve and reference relevant data in the private domain database, and finally output and display the creation content result; alternatively, by confirming the user's long-term preference settings and historical information interaction tags, the prompt words can be constructed based on the user's input information interaction and combined with the user's personalized preferences, thereby invoking the digital employee intelligent agent to output personalized creation content in the deep creation mode Canvas.

[0049] In practical applications, private domain databases can be built by collecting private domain data. This private domain data can be internal data sources that the enterprise can control. The entity that acquires the private domain data can be the controller on the backend server. It can trigger the acquisition of private domain data generated in various work cycles within the enterprise by following a pre-set data acquisition frequency or by recognizing data acquisition commands.

[0050] Understandably, when any user triggers a query for private domain data or triggers data processing operations such as modification or deletion of private domain data that has already been acquired and stored, the user's permissions can be queried. The user is allowed to trigger the above operations only if the user's permissions are approved, and a warning message indicating that the permissions have not been approved is returned to the user who has not been approved.

[0051] In practical applications, private domain data can be data from any application associated with a user account. When the matching user account logs in, the user can view, edit, and perform other data processing under their permissions. This can include data generated by the user while using any application, as well as data shared and authorized for use by another user through the application. The form of sharing by the other user can be sharing private domain data and / or sharing a private domain database.

[0052] Furthermore, private domain data can be stored on a backend server and associated with user account permissions, so that when a user logs in on different terminal devices, after permission verification, they can query private domain data or trigger data processing operations such as modification or deletion of the private domain data that has been acquired and stored.

[0053] Specifically, as an optional implementation method, when the process of obtaining private domain data is triggered, application data generated by authorized applications can be captured in real time. Taking an enterprise application environment as an example, data packets can be captured from the application data generated by various office applications on the enterprise application platform. The application data includes, but is not limited to, data from different application types and different application sources, such as document data, email data, meeting record data, approval process data, and chat information data.

[0054] In practical applications, application data can also include information exchange data between multiple platforms, and internet data on information exchange between office applications and the external environment.

[0055] Furthermore, the automatically collected application data can be vectorized and labeled with relevant data information, such as collection time, data source, and data type.

[0056] In this embodiment of the application, based on all the private domain data collected and obtained, and further combined with the data source reference instructions, the private domain data that matches the data source is filtered, and a structured or semi-structured storage system is constructed through different methods such as knowledge base, index, knowledge graph or retrieval library, thereby constructing a private domain database for subsequent retrieval enhancement generation (RAG).

[0057] In this embodiment, the data source reference instruction can provide and display all data source sets through a real-time front-end display interface after all private domain data has been collected. It can also identify specific data sources specified by the user as data references for subsequent in-depth creation by responding to user interactions such as dragging, selecting, and checking. Alternatively, it can call a natural language processing (NLP) model to perform semantic analysis on the in-depth creation task objectives and extract keywords. Furthermore, it can determine the degree of relevance between different data sources and keywords based on the keywords. Then, by using a pre-set relevance threshold, it can collect data sources with a relevance higher than the threshold as data source reference instructions, thereby constructing a private domain database using private domain data that is highly relevant to the in-depth creation task objectives.

[0058] For example, when performing semantic analysis by calling an NLP model, the matching results of the extracted keywords and the data source can be presented to the user on the front-end interface as candidate information for further confirmation. Alternatively, the data source can be directly referenced when the matching degree between different data sources and keywords exceeds a preset matching degree threshold (e.g., 95%).

[0059] For example, when a user enters "Help me import documents related to XXXXX as creative references" in the conversational dialog box, the digital employee agent can identify all documents related to XXXXX as data sources, add and update the private domain database, and trigger the update and adjustment of the creative content after completing the update and adjustment of the private domain database. When a user enters "Help me import documents related to XXXXX as document links" in the conversational dialog box, after retrieving all relevant data sources, the agent can further prompt the user to trigger subsequent actions. This can be done by allowing the user to view relevant information only, or by triggering the update and adjustment of the private domain database only after the user gives a clear intention to add it to the private domain database.

[0060] Furthermore, data sources can include internal enterprise data sources, internet data sources, and third-party self-built data sources. Internal enterprise data sources can be business and collaborative data directly generated by enterprise employees / systems, such as enterprise documents, enterprise emails, meeting minutes, recordings, chat logs, approval workflows, and project management work orders. This data can serve as primary evidence, providing context, data support, and references to the company's style. Internet data sources can be data from public networks or third-party public services, obtainable through online retrieval or review. This data can supplement private domain data and provide background knowledge. Third-party self-built data sources can include the enterprise's OA system, such as OA data, including content from HR systems, CRM systems, or other office and business systems. This data can be used to provide structured facts and metadata (e.g., customer names, contract expiration dates, approval results).

[0061] Furthermore, for example, by using data source reference commands, private domain data can be retrieved and filtered. The private domain data retained after retrieval and filtering can be segmented into sentences, paragraphs, entities, and relationships to construct a knowledge graph. A full-text index and vector retrieval library can also be established to build a database, so that the data can be quickly accessed by the employee intelligent agent in the future.

[0062] Step 200: In response to the first trigger operation of the session interaction on the content creation interface, display the session interaction information with the target object and display the first created content obtained after adjusting the created content based at least on the session interaction information.

[0063] In this embodiment of the application, when a user interacts with a target object through an information interaction dialog box, the user can trigger a first trigger operation by means of voice commands or text input commands, and issue a command to adjust the created content, so that the target object adjusts the created content based on the conversation interaction information and displays the first created content after adjustment in real time.

[0064] Understandably, users can also directly edit and modify the created content through the information interaction dialog box to update and adjust the created content; or they can directly select and edit the created content in the first area.

[0065] In practical applications, when receiving and responding to the user's content adjustment instructions in real time, it can be identified as the first trigger operation. The content adjustment instructions can be immediately identified through the target object, the content that needs to be adjusted in the created content can be determined, and the updated and adjusted first created content can be updated and displayed in real time.

[0066] It is understandable that between responding to the user's content adjustment instructions and finally outputting the first created content after the update and adjustment, the digital employee intelligent agent may undergo a certain adjustment process, including private domain database adjustment, deep thinking, and creation content update and adjustment.

[0067] In practical applications, content adjustment instructions can be partial rewriting instructions (such as adjusting and modifying a certain area or paragraph), full-text rewriting directions (such as adopting a new style for the entire text or changing the output target), or precise adjustment instructions (such as adding xxx description to xx case).

[0068] Therefore, compared to existing deep creation methods that require continuous adjustment of the generated results and cannot be optimized in real time during the output process, this application achieves "adjustment while chatting" by receiving content adjustment instructions in real time and immediately calling the digital employee intelligent agent to update and adjust the continuously output deep creation content results. This can significantly reduce the later adjustment time and improve the efficiency of deep creation.

[0069] Specifically, as an optional implementation, before the interactive content creation interface, the following is also included: The interactive interface is displayed, which is used to respond to the selection of tasks for the target object and the selection of private domain data; In response to the triggering of a content creation event on the target object, the content interaction creation interface is displayed.

[0070] In this embodiment of the application, before showing the user the content interaction creation interface, an interactive interface is first shown. The interactive interface can be used to respond to the user's task selection of the target object and the selection of private domain data.

[0071] For example, please refer to Figure 4 , Figure 4 This is a schematic diagram of an interactive interface provided in an embodiment of this application. It may include an interactive interface 410, an interactive dialog box 420, and a task and database display box 430. The interactive interface 410 is used to respond to the user's selection of a target object and private domain data. The user can input text commands through the interactive dialog box 420 to select the task target and private domain database, or upload a document as a private domain database. The task and database display box can be used to display a list of past historical task items and the private domain database, so that the user can quickly browse the details of past historical task items.

[0072] In practical applications, when a user selects any historical task project, the front-end interface can be switched from the interactive interface to the content creation interface. The content creation interface displays at least one of the following: the creation content of the last saved version of the historical task project, the private domain database referenced by the historical task project, and the information interaction dialog box with the target object.

[0073] Furthermore, when a user triggers a content creation event through the interactive dialog box 420, the target object can generate a deep creation request based on the user's selected task, target selection, and referenced private domain database. Finally, by switching to the interactive content creation interface, the created content, at least based on the private domain database, is displayed.

[0074] Furthermore, the task selection target can be obtained by receiving text commands input by the user through the interactive dialog box 420, or by displaying various common creative tasks through the front-end interface and recognizing the task selection target by responding to the user's click selection operation.

[0075] For example, when a user enters "Help me add some cases to the project proposal of xxx" in the interactive dialog box 420, the system can quickly identify the corresponding in-depth creative task objective as retrieving cases related to the xxx project, organize them into structured text, and place them into the corresponding case description area.

[0076] Specifically, as an optional implementation, the method further includes: In response to a second triggering operation on the content creation interface, the content involved in the second triggering operation is adjusted in the private domain database; This displays the adjusted and updated private domain database.

[0077] In this embodiment of the application, the content involved in the second trigger operation can be determined by identifying the user's second trigger operation in the content creation interface, and then the private domain database referenced in the current content creation project can be adjusted, and the adjusted and updated private domain database can be displayed in real time.

[0078] The second triggering operation is to adjust and update the private domain database. Specifically, users interact with different functional controls through click, selection, drag and drop operations to trigger adjustments and updates to the private domain database, such as selection, addition, and deletion.

[0079] Therefore, this application can identify the user's need to update and adjust the private domain database by responding to the user's second trigger operation on the content creation interface, and adjust the private domain database in real time according to the content involved in the second trigger operation.

[0080] Specifically, in response to a third trigger operation on a target control associated with the private domain database, the content involved in the third trigger operation is adjusted in the private domain database; or, in response to the target object taking the adjustment of the private domain database in the session intent as a fourth trigger operation during session interaction, the content involved in the fourth trigger operation is adjusted in the private domain database. This displays the adjusted and updated private domain database.

[0081] In the embodiments of this application, please refer to Figure 3 , Figure 3 The private domain database display box at location 330 also features multiple target controls. When a user triggers a target control through clicking or other actions, the system can quickly respond and identify the corresponding third-party trigger operation. For example, when the add control is triggered, a pop-up add prompt box appears in response to the corresponding third-party trigger operation, allowing the user to add a target file as part of the private domain database and make adjustments to it. When the search control is triggered, a search prompt box appears in response to the corresponding third-party trigger operation, and the system can quickly browse and query private domain data matching the user's input search target through local or internet searches, using this data as the content for the third-party trigger operation to adjust the private domain database.

[0082] Furthermore, the system can receive session interaction information at the information interaction dialog box 320, and the target object can use the adjustment to the private domain database in the session intent as the fourth trigger operation, adjusting the private domain database according to the content involved in the fourth trigger operation. For example, if a user inputs a voice command through the information interaction dialog box, specifically "Add a document A to the xxx project", the target object can recognize the voice command and display multiple related documents for the user to select. After the user makes a selection, the system triggers the fourth trigger operation, adjusts the private domain database according to the content involved in the fourth trigger operation, and finally displays the adjusted and updated private domain database.

[0083] Therefore, this application can update and adjust the private domain database in response to different user trigger operations, so as to make timely adjustments to the private domain database referenced by Deep Creation.

[0084] Specifically, as an optional implementation, the method further includes: The second created content is obtained by updating the first created content based at least on the adjusted private domain database; Display the updated second created content.

[0085] In this embodiment of the application, after updating and adjusting the private domain database, the target object can further update the first created content based on the adjusted private domain database to obtain the second created content, and display the updated second created content.

[0086] In practical applications, when updating the first created content to obtain the second created content, in addition to the adjusted private domain database, different types of modification commands can be introduced, such as modification commands entered by the user through the information interaction dialog box and creation content templates uploaded by the user through the information interaction dialog box.

[0087] Therefore, this application can not only identify the user's adjustment intention by recognizing the first triggering operation, and adjust and update the created content to obtain the first created content, but also respond to the user's adjustment of the private domain database, and after the referenced private domain database is adjusted, update and adjust the first created content in real time, and display the updated second created content in real time, thereby meeting the user's need for real-time adjustment of the created content and realizing "modifying while chatting".

[0088] In practical applications, the first created content before the update and the second created content after the update are simultaneously displayed in the first area of ​​the content creation interface.

[0089] In the embodiments of this application, please refer to Figure 5 , Figure 5 This is a schematic diagram of a first area provided in an embodiment of this application. The first area 520 in the content creation interface 510 can simultaneously display both the first created content before the update and the second created content after the update. The first area can be used to display different versions of the created content.

[0090] Optionally, if no update to the first created content is triggered to obtain the second created content, the first created content in its original state can be displayed only in the first area.

[0091] In practical applications, when both the initial (before) and subsequent (after) content belong to the same content creation theme, the first area can simultaneously display both the initial and subsequent content, along with the modification traces for comparison. This improves the readability of the updates made to the initial content, allowing users to quickly and intuitively identify the changes before and after the update. "Belonging to the same creation theme" can refer to the same task or project.

[0092] For example, when displaying the first created content before the update and the second created content after the update, as well as the modification traces between the two in the first area, it can be displayed by related pagination or scrolling. That is, when scrolling up and down in the first created content or the second created content, the two can scroll synchronously to facilitate intuitive comparison and improve the user experience.

[0093] Optionally, such as Figure 5 As shown, even if the first created content before the update and the second created content after the update do not belong to the same content creation theme, the first created content before the update and the second created content after the update can be displayed simultaneously through the first area 520 of the content interaction creation interface 510.

[0094] Furthermore, if the created content and the first created content belong to the same content creation theme, the version of the first created content is saved; or if the created content and the first created content do not belong to the same content creation theme, both the created content and the version of the first created content are saved, and the saved content is finally displayed.

[0095] In the embodiments of this application, please refer to Figure 3 After the target object updates and adjusts the created content to obtain the first created content, it is possible to determine whether the created content and the first created content belong to the same content creation theme, and then determine the version of content that needs to be saved.

[0096] Understandably, after updating and adjusting the first piece of content to obtain the second piece of content, the version of the second piece of content can also be saved. Similarly, after updating and adjusting the content multiple times, each updated version of the content can be saved to meet the user's need for quick rollback.

[0097] In practical applications, the saved content can be displayed in the first area of ​​the content interaction creation interface, or it can be additionally displayed in the private domain database display box, or it can be displayed as a document in the conversation interaction interface.

[0098] Furthermore, while saving the first version of the created content, it is also possible to save the modification traces that can be compared, for example, by saving them by highlighting them, or by saving them by extracting the corresponding content as tag information separately.

[0099] Furthermore, when displaying the saved content, you can choose to display both the saved creations and their corresponding modification history, or you can choose to display only the saved creations or their corresponding modification history.

[0100] Therefore, this application can save the created content before and after the update according to the version, making it convenient for users to quickly trace the update process of the created content.

[0101] Specifically, as an optional implementation, the method further includes: In response to the selection of any content in the saved content, the selected content is displayed in the first area of ​​the content creation interface.

[0102] In this embodiment of the application, when a user selects any content in the saved content, the selected content can be displayed in the first area of ​​the content creation interface by recognizing the user's selection operation.

[0103] For example, when the saved content includes the first created content in the form of a text document, a video, and an image, if the user selects the content in the form of a text document, the target object can read the corresponding text document content and display the corresponding content in the first area of ​​the content creation interface, thereby allowing the user to quickly review the saved content and redisplay it.

[0104] Of course, it is understandable that different forms of the saved content can also be displayed simultaneously through the first area of ​​the first created content.

[0105] Optionally, when displaying the selected content in the first area of ​​the content creation interface, the selected content and the currently generated creation content can be displayed simultaneously, or the re-displayed selected content can be displayed separately. When displaying the selected content and the currently generated creation content simultaneously, if they belong to the same content theme, a quick comparative analysis can be performed to display modification traces that can be used for comparison.

[0106] Therefore, this application can meet the user's need to view different versions of the created content that have been saved.

[0107] In practical applications, the method further includes: In response to the fourth triggered action on content in the private domain database, the selected content is displayed.

[0108] In this embodiment of the application, when a user actively clicks to select any content in the private domain database, a fourth trigger operation can be triggered and responded to, displaying the content selected by the user to meet the user's need to view the detailed information of the selected content in the private domain database.

[0109] Among them, the selected content in the private domain database can be displayed through the content interaction interface, or the selected content in the private domain database can be displayed separately through a new pop-up window.

[0110] Specifically, the method further includes: In response to an editing operation on the selected content, the selected content and a first region are displayed; wherein the content created in the first region is adjusted according to the edited selected content.

[0111] In this embodiment, after the user selects any content in the private domain database, the system can also identify the user's editing operation on the selected content. After the user completes the editing operation, the target object is triggered to regenerate a deep creation request based on the selected content in the changed private domain database, and the created content is updated in real time. The selected content and the first area are then displayed, and the created content adjusted based on the edited selected content is displayed in the first area. This allows the user to intuitively determine the correlation between the edited selected content and the updated and adjusted created content.

[0112] In practical applications, the first trigger operation in response to a session interaction on the content creation interface, displaying session interaction information with the target object and displaying first created content obtained by adjusting the created content based at least on the session interaction information, includes: When any content in the created content is selected, a first trigger operation is initiated in response to a session interaction on the content creation interface, the first trigger operation being used to transmit session information to the target object including the intention to adjust any selected content in the created content; Display the session interaction information with the target object and display the first created content obtained after adjusting the created content based at least on the session interaction information.

[0113] In this embodiment, the user can select any content in the created content. For example, the user can select any text paragraph in the text-based created content and issue a first trigger operation in the conversational dialog box of the content creation interface. This transmits conversational information to the target object, including the intention to adjust any selected content in the created content. As a result, the target object can quickly adjust the currently selected text paragraph according to the user's adjustment intention.

[0114] Furthermore, the target object can quickly respond to the user's adjustment intentions during the real-time output of content creation, and quickly update and adjust the selected content, thereby updating and adjusting the first created content obtained after adjusting the created content based on the conversation interaction information in real time.

[0115] For example, please refer to Figure 6 , Figure 6This is a flowchart illustrating a real-time update of deep creative content results provided in this application embodiment. Taking a text document as an example, the content creation interface receives and responds to the user's content adjustment instructions in real time, and further determines the target area of ​​the deep creative content results.

[0116] In practical applications, when a user selects a text paragraph and triggers a content adjustment operation as the first triggering operation, and issues a content adjustment instruction through the information interaction dialog box in the content creation interface, the text paragraph selected by the user can be identified as the target area. Furthermore, the global character index start point RangeStart, global character index start point RangeEnd, the original text paragraph string selectedText, and the node path NodePath of the selected text paragraph can be extracted as selection area information. Based on the selection area information, a deep creation request is generated. The deep creation request may include selection area information, context, content adjustment instruction, and the full text of the deep creation content result.

[0117] Furthermore, text preprocessing services can be performed on the selected text paragraphs, such as removing extra spaces, standardizing line breaks, and handling special tags. The Deep Creation large language model can then be invoked, and the replacement text for the target region can be generated in conjunction with the Deep Creation request, without having to re-output the entire text.

[0118] In practical applications, security checks can be performed on the generated replacement text for the target area, such as spell checking, sensitive word filtering, and unauthorized generation checks. If the security check passes, a structured patch example is generated; if the security check fails, an error message is returned to the front end.

[0119] Furthermore, after receiving the structured patch example, the front end can accurately replace the target area through offset, thereby triggering the editor to update the document and achieve continuously updated deep creative content results.

[0120] In practical applications, when a user triggers the first trigger operation without selecting a text paragraph and issues a content adjustment command through the content creation interface, the content adjustment command can be broken down and keywords extracted. For example, when a user enters the content adjustment command "Help me add some cases to the scene expansion content" in the content creation interface, it can be broken down and identified as: find the description part of the scene expansion, and retrieve more cases for scene expansion from the database built from private domain data.

[0121] Furthermore, semantic analysis and retrieval matching of the full text of the deep creative content results are performed using a natural language processing (NLP) model to identify the text paragraphs with the highest degree of keyword matching as target regions.

[0122] Furthermore, a deep creation request is generated based on the content adjustment instructions. Then, by calling the deep creation large language model and combining it with the deep creation request, the replacement text for the target area is generated without having to re-output the full text.

[0123] In practical applications, security checks can be performed on the generated replacement text for the target area, such as spell checking, sensitive word filtering, and unauthorized generation checks. If the security check passes, a structured patch example is generated; if the security check fails, an error message is returned to the front end.

[0124] Furthermore, after receiving the structured patch example, the front end can accurately replace the target area through offset, thereby triggering the editor to update the document and achieve continuously updated deep creative content results.

[0125] Therefore, this application can quickly locate the target area by distinguishing whether any content has been pre-selected when the user triggers the content adjustment command. By calling the digital employee intelligence agent to identify the content adjustment command, a deep creation request is generated. Then, the deep creation large language model is used to quickly generate replacement content, thus eliminating the need to regenerate the full text of the deep creation content result. The target update area can be accurately replaced, allowing the user to quickly respond to the content adjustment command issued in real time while the digital employee intelligence agent is continuously outputting deep creation content results. This realizes a "chat and edit" mechanism, effectively shortens the post-adjustment time of the deep creation content result, effectively improves the efficiency of deep creation, realizes real-time interaction in the creation process, and enhances user participation and satisfaction.

[0126] Specifically, as an optional implementation, the method further includes: If the user does not select a template, the target object matches the template based on the attributes of the created content and displays the content; or, In response to the template selected by the user, the created content is matched with the selected template and displayed.

[0127] In this embodiment of the application, when the target object outputs the created content during the deep creation process, it can determine whether the user has selected a preset template. If no template is selected, the target object can match the template according to the attributes of the created content and display the created content. If the user selects a template, it can match the selected template, adapt the created content, and display the created content.

[0128] Optionally, when calling the digital employee intelligent agent to continuously output deep creative content results, the deep creative content output by the digital employee intelligent agent can also be adapted by obtaining the user's identity and preference settings, thereby generating personalized content according to the user's role. For example, under the same deep creative task goal, for different users with identities of developers, project managers, and marketing managers, the deep creative content can be adapted according to their respective focuses. For example, for users with the identity of developers, the deep creative content will focus on task requirements and task progress goals, while for users with the identity of project managers, the deep creative content will focus on development progress, task nodes, project resources, and other aspects.

[0129] Therefore, by utilizing private domain data to construct a database, this application can fully provide complete creative context and basis. Compared with traditional creative methods that use general data and documents, it can maximize knowledge utilization, effectively improve the accuracy and quality of deep creative content results, and generate personalized content through user roles, effectively meeting the needs of multi-person collaborative work in creative and generation scenarios such as meetings and emails.

[0130] In practical applications, before using a private domain database, combining the user-selected deep creation task objectives, calling the target object, performing deep creation, and continuously outputting the deep creation content results, a matching structured output template can be further retrieved from a preset template library based on the user's identity. This template library can be pre-set by the enterprise and the user, and can be configured according to the enterprise's style or needs.

[0131] Furthermore, a structured output template is loaded into the target object, so that the deep creative content results continuously output by the target object can be matched and structured according to the template, thereby ensuring the consistency and predictability of the output.

[0132] Therefore, compared to traditional creation methods, which produce results that cannot be stably output as expected by users, lack enterprise elements, and fail to meet enterprise management requirements, this application can pre-set multiple structured output templates based on enterprise needs and user preferences through a pre-set template library. In practical applications, the application can quickly match the appropriate template based on the user's identity, thereby supporting enterprise-customized templates and private domain data to meet the personalized needs of different enterprises.

[0133] Specifically, as an optional implementation, the method further includes: In response to the session interaction information involving an intention to adjust the private domain database and / or created content, the target object adjusts the private domain database and / or created content according to the adjustment intention.

[0134] In this embodiment of the application, user interaction information can also be received through an information interaction dialog box, and semantic recognition can be performed on the interaction information. When it is determined that the session interaction information involves the intention to adjust the private domain database and / or created content, the target object is triggered to adjust the private domain database and / or created content according to the adjustment intention, and finally the updated private domain database and / or created content can be displayed through the content interaction creation interface.

[0135] Therefore, this application can perform semantic recognition of user interaction information through the target object. When it is determined that the user's interaction information has the intention to adjust the created content and / or private domain database, the target object can be further triggered to perform the corresponding adjustment operation, and the updated private domain database and / or created content can be displayed through the content interaction creation interface, thereby meeting the user's usage needs and improving the user experience.

[0136] Please see Figure 7 , Figure 7 This is a schematic diagram of a content creation apparatus provided in an embodiment of this application. This application also provides a content creation apparatus that can implement the above-described content creation method. The apparatus includes: The content creation display module 710 is used to display the content interaction creation interface, which is used to interact with the target object and display the creation content created based on at least the private domain database. The data processing module 720 is configured to respond to a first trigger operation of the session interaction on the content creation interface, display session interaction information with the target object, and display the first created content obtained after adjusting the created content based at least on the session interaction information.

[0137] It is understood that the content of the above method embodiments is applicable to the present device embodiments. The specific functions implemented by the present device embodiments are the same as those of the above method embodiments, and the beneficial effects achieved are also the same as those achieved by the above method embodiments.

[0138] Please see Figure 8 , Figure 8 This is a schematic diagram of the hardware structure of an electronic device provided in an embodiment of this application. The electronic device includes: The processor 801 can be implemented using a general-purpose CPU (Central Processing Unit), microprocessor, application-specific integrated circuit (ASIC), or one or more integrated circuits, and is used to execute relevant programs to implement the technical solutions provided in the embodiments of this application. The memory 802 can be implemented as a read-only memory (ROM), a static storage device, a dynamic storage device, or a random access memory (RAM). The memory 802 can store the operating system and other application programs. When the technical solutions provided in the embodiments of this specification are implemented through software or firmware, the relevant program code is stored in the memory 802 and is called and executed by the processor 801 using the methods described in the embodiments of this application. The 803 input / output interface is used to implement information input and output. The communication interface 804 is used to enable communication and interaction between this device and other devices. Communication can be achieved through wired means (such as USB, Ethernet cable, etc.) or wireless means (such as mobile network, WIFI, Bluetooth, etc.). Bus 805 transmits information between various components of the device (e.g., processor 801, memory 802, input / output interface 803, and communication interface 804); The processor 801, memory 802, input / output interface 803, and communication interface 804 are connected to each other within the device via bus 805.

[0139] This application also provides a computer-readable storage medium storing a computer program that, when executed by a processor, implements the above-described method.

[0140] It is understood that the content of the above method embodiments is applicable to this storage medium embodiment. The specific functions implemented in this storage medium embodiment are the same as those in the above method embodiments, and the beneficial effects achieved are also the same as those achieved in the above method embodiments.

[0141] This application also provides a computer program product, including a computer program that, when executed by a processor, implements the above-described method.

[0142] It is understood that the content of the above method embodiments is applicable to the embodiments of this program product. The specific functions implemented by the embodiments of this program product are the same as those of the above method embodiments, and the beneficial effects achieved are also the same as those achieved by the above method embodiments.

[0143] Memory, as a non-transitory computer-readable storage medium, can be used to store non-transitory software programs and non-transitory computer-executable programs. Furthermore, memory may include high-speed random access memory, and may also include non-transitory memory, such as at least one disk storage device, flash memory device, or other non-transitory solid-state storage device. In some embodiments, memory may optionally include memory remotely located relative to the processor, and these remote memories can be connected to the processor via a network. Examples of such networks include, but are not limited to, the Internet, intranets, local area networks, mobile communication networks, and combinations thereof.

[0144] This application provides a content creation method and related equipment that improves the quality of deep content creation results by constructing a private domain database to provide a complete creation context and basis. It can also optimize and adjust the output results in real time during the output of deep content creation by responding to the user's first trigger operation for content adjustment, thereby significantly reducing the later adjustment time and effectively improving the user experience.

[0145] The embodiments described in this application are for the purpose of more clearly illustrating the technical solutions of the embodiments of this application, and do not constitute a limitation on the technical solutions provided by the embodiments of this application. As those skilled in the art will know, with the evolution of technology and the emergence of new application scenarios, the technical solutions provided by the embodiments of this application are also applicable to similar technical problems.

[0146] Those skilled in the art will understand that the technical solutions shown in the figures do not constitute a limitation on the embodiments of this application, and may include more or fewer steps than shown, or combine certain steps, or different steps.

[0147] The device embodiments described above are merely illustrative. The units described as separate components may or may not be physically separate; that is, they may be located in one place or distributed across multiple network units. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs.

[0148] Those skilled in the art will understand that all or some of the steps in the methods disclosed above, as well as the functional modules / units in the systems and devices, can be implemented as software, firmware, hardware, or suitable combinations thereof.

[0149] The terms “first,” “second,” “third,” “fourth,” etc. (if present) in the specification and accompanying drawings of this application are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It should be understood that such data can be interchanged where appropriate so that the embodiments of this application described herein can be implemented in orders other than those illustrated or described herein. Furthermore, the terms “comprising” and “having,” and any variations thereof, are intended to cover non-exclusive inclusion; for example, a process, method, system, product, or apparatus that comprises a series of steps or units is not necessarily limited to those steps or units explicitly listed, but may include other steps or units not explicitly listed or inherent to such processes, methods, products, or apparatus.

[0150] It should be understood that in this application, "at least one (item)" means one or more, and "more than one" means two or more. "And / or" is used to describe the relationship between related objects, indicating that three relationships can exist. For example, "A and / or B" can represent three cases: only A exists, only B exists, and both A and B exist simultaneously, where A and B can be singular or plural. The character " / " generally indicates that the preceding and following related objects are in an "or" relationship. "At least one (item) of the following" or similar expressions refer to any combination of these items, including any combination of single or plural items. For example, at least one (item) of a, b, or c can represent: a, b, c, "a and b", "a and c", "b and c", or "a and b and c", where a, b, and c can be single or multiple.

[0151] In the several embodiments provided in this application, it should be understood that the disclosed apparatus and methods can be implemented in other ways. For example, the apparatus embodiments described above are merely illustrative; for instance, the division of the units described above is only a logical functional division, and in actual implementation, there may be other division methods. For example, multiple units or components may be combined or integrated into another system, or some features may be ignored or not executed. Furthermore, the coupling or direct coupling or communication connection shown or discussed may be through some interfaces; the indirect coupling or communication connection between apparatuses or units may be electrical, mechanical, or other forms.

[0152] The units described above as separate components may or may not be physically separate. The components shown as units may or may not be physical units; that is, they may be located in one place or distributed across multiple network units. Some or all of the units can be selected to achieve the purpose of this embodiment according to actual needs.

[0153] Furthermore, the functional units in the various embodiments of this application can be integrated into one processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit. The integrated unit can be implemented in hardware or as a software functional unit.

[0154] If the integrated unit is implemented as a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of this application, in essence, or the part that contributes to the prior art, or all or part of the technical solution, can be embodied in the form of a software product. This computer software product is stored in a storage medium and includes multiple instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute all or part of the steps of the methods of the various embodiments of this application. The aforementioned storage medium includes various media capable of storing programs, such as USB flash drives, portable hard drives, read-only memory (ROM), random access memory (RAM), magnetic disks, or optical disks.

[0155] The preferred embodiments of the present application have been described above with reference to the accompanying drawings, but this does not limit the scope of the claims of the present application. Any modifications, equivalent substitutions, and improvements made by those skilled in the art without departing from the scope and substance of the embodiments of the present application shall be within the scope of the claims of the present application.

Claims

1. A content creation method, characterized in that, The method includes the following steps: The content creation interface is used to interact with the target object and display created content based on at least a private domain database. In response to a first trigger operation of a session interaction on the content creation interface, session interaction information with the target object is displayed, and first created content is displayed after adjusting the created content based at least on the session interaction information.

2. The content creation method according to claim 1, characterized in that, Before the interactive content creation interface, the following is also included: The interactive interface is displayed, which is used to respond to the selection of tasks for the target object and the selection of private domain data; In response to the triggering of a content creation event on the target object, the content interaction creation interface is displayed.

3. The content creation method according to claim 1, characterized in that, The method further includes: In response to a second triggering operation on the content creation interface, the content involved in the second triggering operation is adjusted in the private domain database; This displays the adjusted and updated private domain database.

4. The content creation method according to claim 3, characterized in that, The method further includes: In response to a third triggering operation on a target control associated with the private domain database, the content involved in the third triggering operation is adjusted in the private domain database; or, in response to a target object using the adjustment of the private domain database in a session intent as a fourth triggering operation during a session interaction, the content involved in the fourth triggering operation is adjusted in the private domain database. This displays the adjusted and updated private domain database.

5. The content creation method according to claim 3, characterized in that, The method further includes: The second created content is obtained by updating the first created content based at least on the adjusted private domain database; Display the updated second created content.

6. The content creation method according to claim 1 or 3, characterized in that, The method further includes: In the first area of ​​the content creation interface, the first created content before the update and the second created content after the update are displayed simultaneously.

7. The content creation method according to claim 6, characterized in that, The method further includes: when the first created content before the update and the second created content after the update belong to the same content creation theme, displaying the first created content before the update and the second created content after the update simultaneously in the first area of ​​the content interaction creation interface, and displaying modification traces that can be compared.

8. The content creation method according to claim 1, characterized in that, The method further includes: saving a version of the first created content when the created content and the first created content belong to the same content creation theme; or saving a version of the created content and the first created content when the created content and the first created content do not belong to the same content creation theme. Displays the content after saving.

9. The content creation method according to claim 8, characterized in that, The method further includes: in response to a selection operation on any content in the saved content, displaying the selected content in a first area of ​​the content interactive creation interface.

10. The content creation method according to claim 1, characterized in that, The method further includes: In response to the fourth triggered action on content in the private domain database, the selected content is displayed.

11. The content creation method according to claim 10, characterized in that, The method further includes: In response to an editing operation on the selected content, the selected content and a first region are displayed; wherein the content created in the first region is adjusted according to the edited selected content.

12. The content creation method according to claim 1, characterized in that, The first trigger operation in response to a session interaction on the content creation interface, displaying session interaction information with the target object and displaying first created content obtained by adjusting the created content based at least on the session interaction information, includes: When any content in the created content is selected, a first trigger operation is initiated in response to a session interaction on the content creation interface, the first trigger operation being used to transmit session information to the target object including the intention to adjust any selected content in the created content; Display the session interaction information with the target object and display the first created content obtained after adjusting the created content based at least on the session interaction information.

13. The content creation method according to claim 1 or 2, characterized in that, The method further includes: if the user does not select a template, the target object matches a template based on the attributes of the created content and displays the content; or, in response to a template selected by the user, the created content is matched using the selected template and displayed.

14. The content creation method according to claim 1, characterized in that, The method further includes: In response to the session interaction information involving an intention to adjust the private domain database and / or created content, the target object adjusts the private domain database and / or created content according to the adjustment intention.

15. A content creation device, characterized in that, The device includes: The content creation and display module is used to display the content creation and interaction interface, which is used to interact with the target object and display the created content based on at least the private domain database. The content creation adjustment module is used to respond to a first trigger operation of the session interaction on the content creation interface, display the session interaction information with the target object, and display the first created content after adjusting the created content based at least on the session interaction information.

16. An electronic device, characterized in that, The electronic device includes a memory and a processor, the memory storing a computer program, and the processor executing the computer program to implement the method according to any one of claims 1 to 14.

17. A computer-readable storage medium storing a computer program, characterized in that, When the computer program is executed by a processor, it implements the method of any one of claims 1 to 14.

18. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the method of any one of claims 1 to 14.

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