An automatic report dynamic generation method and system based on a large language model

By combining a large language model with an intelligent agent workflow, structured reports that conform to professional standards are automatically generated, solving the problems of low efficiency and data accuracy in existing technologies, and achieving efficient and accurate report generation.

CN122389833APending Publication Date: 2026-07-14XIAN THERMAL POWER RES INST CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
XIAN THERMAL POWER RES INST CO LTD
Filing Date
2026-04-15
Publication Date
2026-07-14

AI Technical Summary

Technical Problem

Existing report generation methods rely on manual operation, resulting in low efficiency and difficulty in ensuring data accuracy. Furthermore, existing automated tools cannot generate structured reports that conform to professional standards and natural language expression habits.

Method used

An automated report generation method based on a large language model is adopted. By obtaining user task requirements, matching report templates, generating structured data context using intelligent agent workflow, and transforming it into professional text under the constraints of the large language model, report preview and editing tools are provided.

Benefits of technology

It has achieved automation and immediacy in report generation, improved compilation efficiency, data accuracy and text professionalism, and ensured the standardization and reliability of reports.

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Abstract

The application belongs to the technical field of artificial intelligence and data intelligent processing, and relates to an automatic report dynamic generation method and system based on a large language model. The method and system realize automatic triggering and standard unification of a report generation process by acquiring task requirements of a user and matching a report template containing a report structure, chapters and data requirements. The method and system match a corresponding workflow based on the report template, generate a query instruction according to a date and data requirements, query a business database to generate a structured data context, ensure that data sources on which the report is based are real, reliable and correspond to and match user requirements, convert the structured data context into a report body based on a report structure and chapter constraint, and make the finally generated report strictly follow a preset professional format and chapter sequence and have narrative content conforming to natural language expression habits, so that the efficiency of report compilation, the accuracy of data and the professionalism and standardization of the report text are improved.
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