基于深度数据治理的AI大模型应用研究

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中图分类号：TP183 文献标识码：A 文章编号：2096-4706（2026）06-0040-06

Research on Al Large Model Application Based on Deep Data Governance

LI Jun

（Sinopec Marketing Guangdong Company， Guangzhou 510620， China）

Abstract：To explore the intellgent application ofAILarge Model technology with Deep Learning as thecore in he oil productsalesfeldandpromotethedigitalandintellgenttransformationandupgradingof enterprises，thisstudybasesonthe currentapplicationstatus ofthe DeepSeek Large Model inthepetroleum and petrochemical industry，leverages the previous data governance achievementsof Guangdong Petroleum，and builds theAImidle-end platformof Guangdong Petroleum.It carries out theexplorationof arge modelscenario applicationaround thedualpathsof“AI+Scenario”and“Scenario+AI”. Byanalyzingactual businessrequirements，thisstudy innovativelydesigns theimplementationschemes for thelandingoffive typesof AIAgent，and focuses onrealizing the intelligent applicationof typical scenarios including AImarketing asistant，AI operationandmaintenanceasistant，andAIcustomerpreferential inquiryPracticalapplicationresultsshowthattisplatform significantlyimproves thedigitalandintellgentoperationefciencyofenterprises，andhasbroadapplicationprospectsand promotion value.

Keywords： AI Large Model; data governance; AI middle-end platform; AI Agent

0 引言

2022年11月30日，OpenAI公司推出人工智能对话聊天机器人ChatGPT，其出色的自然语言生成能力引起全世界广泛关注。（剩余6784字）