基于LLM、多智能体与向量化检索的工作流决策系统

By constructing a workflow decision-making system based on LLM, multi-agent, and vectorized retrieval, the problems of low data processing efficiency, missing clues, and high costs in public safety and judicial investigations have been solved, achieving efficient and accurate data analysis and flexible case handling.

CN122022437BActive Publication Date: 2026-07-17SICHUAN SHENGBANG RUNDA TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SICHUAN SHENGBANG RUNDA TECH CO LTD
Filing Date
2026-04-13
Publication Date
2026-07-17

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Abstract

本发明公开了基于LLM、多智能体与向量化检索的工作流决策系统，属于大数据处理技术领域。该系统包括包括依次协同工作的数据源层、数据处理与过滤层、智能体引擎层及应用层，构建“数据提纯‑智能调度‑深度挖掘”三层协同计算架构，具体如下：数据源层，用于提供多源异构数据，数据处理与过滤层，用于对数据源层输入的数据执行智能预处理与混合过滤操作，智能体引擎层，为多智能体协同执行引擎，应用层，用于接收智能体引擎层的分析结果，系统通过上下文分层隔离的海量数据处理机制，包括数据分层存储和任务隔离分析，实现增量分析与多任务并行，通过动态模块化提示词机制适配不同业务场景的专业知识需求。
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