CN-122021696-A - Large language technology practice learning platform based on intelligent agent workflow and construction method

CN122021696ACN 122021696 ACN122021696 ACN 122021696ACN-122021696-A

Abstract

The invention relates to a large language technology practice learning platform and a construction method based on an agent workflow, wherein the large language technology practice learning platform comprises an account management module, a construction module, an interaction module and an application development module, wherein the account management module is used for creating at least one learning account, and/or modifying account information of a learning account to be corrected, and/or deleting the learning account to be deleted, the construction module is used for constructing a knowledge database of at least one knowledge field based on an enhanced search generation technology, the interaction module is used for carrying out learning interaction with a learner, the application development module is used for carrying out application development based on development requirements, and the control module is used for determining the module to be interacted from the construction module, the interaction module and the application development module when a learning request is received, so that the module to be interacted carries out dialogue action and data processing action based on the learning request. Therefore, the problem of high use cost caused by large construction resource requirement and weak expandability of the learning platform in the related technology is solved, the applicability of the practical learning platform is improved, and the use cost is reduced.

Inventors

ZHOU JIN
FENG BO
WANG HAOYU
GAO JIANXING
WANG XU
LI SHUANGSHOU

Assignees

清华大学

Dates

Publication Date: 20260512
Application Date: 20251231

Claims (10)

1. A large language technical practice learning platform based on agent workflow, comprising: The account management module is used for creating at least one learning account, and/or modifying account information of the learning account to be corrected, and/or deleting the learning account to be deleted; the construction module is used for constructing a knowledge database of at least one knowledge field based on the enhanced search generation technology; The interaction module is used for carrying out learning interaction with a learner; The application development module is used for carrying out application development based on development requirements; And the control module is used for determining a module to be interacted from the construction module, the interaction module and the application development module based on the learning request when the learning request is received, so that the module to be interacted executes dialogue action and data processing action based on the learning request.
2. The agent workflow based large language technical practice learning platform of claim 1, wherein the account management module comprises: the registration unit is used for creating the at least one learning account according to the received account creation requirement; The configuration unit is used for determining the learning account to be corrected according to the received account correction requirement and carrying out account information on the learning account to be corrected; and the deleting unit is used for determining the learning account to be deleted according to the received account deleting requirement and deleting the learning account to be deleted.
3. The agent workflow based large language technical practice learning platform of claim 2, further comprising: The dialogue record statistics module is used for counting dialogue records generated when the learner interacts with the intelligent agent workflow-based large language technology practice learning platform; And the consumption statistics module is used for counting flow records generated when the learner interacts with the intelligent agent workflow-based large language technology practice learning platform.
4. The agent workflow based large language technical practice learning platform of claim 3, further comprising: The system comprises at least one expansion interface, at least one control module and at least one learning module, wherein the at least one expansion interface is used for accessing at least one large language model, so that the control module performs information interaction with the learner based on the at least one large language model.
5. The agent workflow based large language technical practice learning platform of claim 3 wherein the flow record and/or the dialogue record is viewed through the at least one expansion interface.
6. The agent workflow based large language technical practice learning platform of claim 1, wherein the build module further comprises: and the management unit is used for performing management operation on the knowledge database of the at least one knowledge domain based on the received management requirement.
7. The agent workflow based large language technical practice learning platform of claim 2, further comprising: And the communication module is used for receiving at least one learner information sent by the learner so as to register the learning account number based on the at least one learner information through the registration unit.
8. The agent workflow based large language technical practice learning platform of claim 6, further comprising: at least one storage unit for storing learner account numbers, and/or knowledge databases, and/or dialogue records, and/or flow records.
9. The agent workflow based large language technical practice learning platform of claim 8, further comprising: and the workflow editor is used for editing, ordering and linking the nodes with various different functions based on the operation instructions of the learner.
10. A method of constructing an agent workflow-based large language technical practice learning platform according to any one of claims 1-9, comprising the steps of: Judging whether the construction requirement of a large language technology practice learning platform exists or not; If the construction requirement of the large language technology practice learning platform exists, determining at least one module to be constructed based on the construction requirement of the large language technology practice learning platform; Each module to be constructed is constructed respectively, the large language technical practice learning platform based on the agent workflow is obtained according to the construction structure, The module to be constructed comprises at least one of an account management module, a construction module, an interaction module, an application development module and a control module.

Description

Large language technology practice learning platform based on intelligent agent workflow and construction method Technical Field The invention relates to the technical field of automatic control, in particular to a large language technical practice learning platform based on an agent workflow and a construction method. Background Along with the continuous deepening of the application of the artificial intelligence technology in various aspects of society, students can master important tools and methods of modern artificial intelligence by learning the artificial intelligence technology, a large language model is the current forefront artificial intelligence technology, and the comprehensive ability of the students can be obviously improved by learning the corresponding technology. In the related art, customized practice learning, such as learning platforms for medical, educational and financial fields, is generally adopted. However, the training and computing resource requirements of the learning platform in the related art are large, and the use cost is high due to weak expandability, so that the problem needs to be solved. Disclosure of Invention The invention provides a large language technology practice learning platform based on an agent workflow and a construction method thereof, which are used for solving the problem of high use cost caused by large construction resource requirement and weak expandability of the learning platform in the related technology, improving the applicability of the practice learning platform and reducing the use cost. The embodiment of the first aspect of the invention provides a large language technology practice learning platform based on an agent workflow, which comprises an account management module, a construction module, an interaction module and an application development module, wherein the account management module is used for creating at least one learning account, and/or modifying account information of a learning account to be corrected, and/or deleting the learning account to be deleted, the construction module is used for constructing a knowledge database of at least one knowledge field based on an enhanced search generation technology, the interaction module is used for carrying out learning interaction with a learner, the application development module is used for carrying out application development based on development requirements, and the control module is used for determining the module to be interacted from the construction module, the interaction module and the application development module based on the learning request when receiving the learning request, so that the module to be interacted executes dialogue action and data processing action based on the learning request. Further, in some embodiments, the account management module includes a registration unit configured to create the at least one learning account according to a received account creation requirement, a configuration unit configured to determine the learning account to be corrected according to a received account modification requirement, and account information of the learning account to be corrected, and a deletion unit configured to determine the learning account to be deleted according to a received account deletion requirement, and delete the learning account to be deleted. Further, in some embodiments, the intelligent agent workflow-based large language technical practice learning platform further comprises a dialogue record statistics module for counting dialogue records generated when the learner interacts with the intelligent agent workflow-based large language technical practice learning platform; And the consumption statistics module is used for counting flow records generated when the learner interacts with the intelligent agent workflow-based large language technology practice learning platform. Further, in some embodiments, the intelligent agent workflow-based large language technology practice learning platform further comprises at least one expansion interface, wherein the at least one expansion interface is used for accessing at least one large language model, so that the control module performs information interaction with a learner based on the at least one large language model. Further, in some embodiments, the agent workflow-based large language technology practice learning platform further comprises viewing the flow record and/or the conversation record through the at least one expansion interface. Further, in some embodiments, the building module further comprises a management unit for performing management operations on the knowledge database of the at least one knowledge domain based on the received management requirements. Further, in some embodiments, the large language technical practice learning platform based on the agent workflow further comprises a communication module, a learning account registration module and a learning account registration module, wh