[ { "type": "text", "text": "个人总结", "text_level": 2, "bbox": [ 214, 325, 403, 414 ], "page_idx": 0 }, { "type": "text", "text": "姓名:胡德锋", "bbox": [ 112, 512, 244, 557 ], "page_idx": 0 }, { "type": "text", "text": "部门:大模型算法部", "bbox": [ 112, 559, 306, 603 ], "page_idx": 0 }, { "type": "header", "text": "紫东红途Hont", "bbox": [ 56, 61, 178, 131 ], "page_idx": 0 }, { "type": "footer", "text": "中 科 紫 东 红 途 ( 南 京 ) 科 技 有 限 公 司", "bbox": [ 333, 931, 677, 970 ], "page_idx": 0 }, { "type": "image", "img_path": "images/35cd2729a7be613b8297da0a85fead37f765207302f3ebdcc219c8523411f123.jpg", "image_caption": [], "image_footnote": [], "bbox": [ 45, 129, 396, 898 ], "page_idx": 1 }, { "type": "text", "text": "目录|Contents", "text_level": 2, "bbox": [ 446, 270, 791, 362 ], "page_idx": 1 }, { "type": "text", "text": "工作亮点与不足02-", "bbox": [ 446, 692, 691, 750 ], "page_idx": 1 }, { "type": "text", "text": "工作业绩总结", "text_level": 2, "bbox": [ 40, 35, 218, 90 ], "page_idx": 2 }, { "type": "text", "text": "本职工作攻坚:维修助手产品研发(第一版本开发)", "bbox": [ 75, 129, 500, 172 ], "page_idx": 2 }, { "type": "text", "text": "重点项目支撑:西安项目", "text_level": 2, "bbox": [ 75, 190, 284, 233 ], "page_idx": 2 }, { "type": "text", "text": "(1)维修助手RAG检索优化:", "bbox": [ 75, 251, 300, 292 ], "page_idx": 2 }, { "type": "text", "text": "1、pdf检索增加第三轮精排检索,相关性正确率90%+", "bbox": [ 112, 311, 566, 351 ], "page_idx": 2 }, { "type": "text", "text": "2、3d模型检索增加第三轮精排检索,相关性正确率90%+", "bbox": [ 111, 370, 595, 411 ], "page_idx": 2 }, { "type": "text", "text": "3、增加多级树结构零部件检索", "bbox": [ 112, 431, 372, 472 ], "page_idx": 2 }, { "type": "text", "text": "(2)语音模块功能开发:", "bbox": [ 76, 490, 261, 533 ], "page_idx": 2 }, { "type": "text", "text": "1、流式、非流式(语音转文本、热词、降噪)", "bbox": [ 113, 550, 492, 592 ], "page_idx": 2 }, { "type": "text", "text": "2、自定义多音色语音输出", "bbox": [ 112, 611, 335, 651 ], "page_idx": 2 }, { "type": "text", "text": "3、流式、非流式(说话人区分)", "bbox": [ 112, 670, 380, 712 ], "page_idx": 2 }, { "type": "text", "text": "(3)文件高亮、模型能力输出优化", "bbox": [ 76, 731, 348, 772 ], "page_idx": 2 }, { "type": "text", "text": "1、pdf高亮溯源90%+", "bbox": [ 113, 792, 304, 833 ], "page_idx": 2 }, { "type": "text", "text": "2、解决输出图片出错问题", "bbox": [ 112, 851, 335, 892 ], "page_idx": 2 }, { "type": "text", "text": "(4)对话生成内容3d零部件高亮检索", "bbox": [ 76, 911, 370, 951 ], "page_idx": 2 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 2 }, { "type": "text", "text": "工作业绩总结", "text_level": 2, "bbox": [ 40, 35, 218, 92 ], "page_idx": 3 }, { "type": "text", "text": "本职工作攻坚:维修助手产品研发(第二版本开发)", "bbox": [ 73, 129, 500, 172 ], "page_idx": 3 }, { "type": "text", "text": "重点项目支撑:HJ项目", "bbox": [ 75, 190, 269, 233 ], "page_idx": 3 }, { "type": "text", "text": "(1)知识库解析:", "bbox": [ 76, 251, 205, 292 ], "page_idx": 3 }, { "type": "text", "text": "1、优化mineru解析速度,单日解析2000文件+", "bbox": [ 112, 311, 511, 351 ], "page_idx": 3 }, { "type": "text", "text": "2、基于规则(客户wx工卡、案例等信息)进行文件结构化切片(支持pdf、docx、txt、xlsx等)(2)知识图谱:", "bbox": [ 75, 370, 908, 472 ], "page_idx": 3 }, { "type": "text", "text": "1、抽取速度改进:规则+LLM复合抽取,单文件提取速度达到均50s", "bbox": [ 112, 490, 681, 533 ], "page_idx": 3 }, { "type": "text", "text": "2、图谱抽取:定义本体,根据结构树,基于章节进行划分完成粗粒度抽取,采用聚类算法,进行细粒度业务抽取", "bbox": [ 110, 550, 961, 651 ], "page_idx": 3 }, { "type": "text", "text": "3、图检索:支持问题的一跳问答,复杂逻辑的多跳问答", "bbox": [ 111, 670, 580, 712 ], "page_idx": 3 }, { "type": "text", "text": "4、图谱交互和展示:图谱初始结构树展示、点击交互展示、溯源展示等", "bbox": [ 110, 731, 710, 772 ], "page_idx": 3 }, { "type": "text", "text": "(3)基于agent的问答对话交互", "bbox": [ 76, 790, 325, 833 ], "page_idx": 3 }, { "type": "text", "text": "1、Agent对话框架搭建:维修问答、操作使用问答、百科问答、统计分析问答", "bbox": [ 112, 850, 765, 892 ], "page_idx": 3 }, { "type": "text", "text": "2、意图识别、多轮对话、工作流、工具化调用", "bbox": [ 111, 911, 505, 951 ], "page_idx": 3 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 3 }, { "type": "text", "text": "工作业绩总结", "text_level": 2, "bbox": [ 40, 33, 218, 92 ], "page_idx": 4 }, { "type": "text", "text": "本职工作攻坚:公文助手产品研发", "bbox": [ 75, 129, 362, 172 ], "page_idx": 4 }, { "type": "text", "text": "重点项目支撑:教学助手", "bbox": [ 75, 190, 287, 233 ], "page_idx": 4 }, { "type": "text", "text": "(1)公文助手", "bbox": [ 86, 251, 204, 292 ], "page_idx": 4 }, { "type": "text", "text": "算法部完成算法研发情况如下:", "bbox": [ 75, 311, 332, 351 ], "page_idx": 4 }, { "type": "text", "text": "1)智能会议功能", "bbox": [ 92, 370, 240, 412 ], "page_idx": 4 }, { "type": "text", "text": "2)内容校对、内容润色", "bbox": [ 91, 429, 295, 472 ], "page_idx": 4 }, { "type": "text", "text": "3)教案生成、开题报告生成", "bbox": [ 91, 490, 334, 533 ], "page_idx": 4 }, { "type": "text", "text": "4)RAG检索生成", "bbox": [ 91, 551, 242, 590 ], "page_idx": 4 }, { "type": "text", "text": "5)公文撰写", "bbox": [ 91, 611, 202, 651 ], "page_idx": 4 }, { "type": "text", "text": "(2)智能教学助手", "bbox": [ 86, 670, 241, 712 ], "page_idx": 4 }, { "type": "text", "text": "1)内容校对、内容润色", "bbox": [ 92, 729, 295, 772 ], "page_idx": 4 }, { "type": "text", "text": "2)教案生成、开题报告生成", "bbox": [ 91, 790, 334, 831 ], "page_idx": 4 }, { "type": "text", "text": "3)结构化RAG检索生成", "bbox": [ 91, 850, 298, 892 ], "page_idx": 4 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 4 }, { "type": "text", "text": "工作业绩总结", "text_level": 2, "bbox": [ 40, 33, 218, 92 ], "page_idx": 5 }, { "type": "text", "text": "本职工作攻坚:红途智盒", "bbox": [ 55, 164, 267, 205 ], "page_idx": 5 }, { "type": "text", "text": "重点项目支撑:西安项目、HJ项目、维修产品等", "bbox": [ 55, 225, 459, 266 ], "page_idx": 5 }, { "type": "text", "text": "(1)NPU推理:", "bbox": [ 56, 285, 170, 325 ], "page_idx": 5 }, { "type": "text", "text": "大模型、向量化模型、rerank模型、MinerU、sensevoice(语音转文本)、cosyvoice(语音合成)", "bbox": [ 87, 344, 916, 388 ], "page_idx": 5 }, { "type": "text", "text": "(2)训练:部署llama-factory等工具,可实现对于大模型、ocr模型中公式识别、表格识别等模型进行训练", "bbox": [ 56, 403, 926, 448 ], "page_idx": 5 }, { "type": "text", "text": "(3)维修等产品部署演示:支持hai等项目客户在各地进行产品演示,同时提供给jy等客户进行试用", "bbox": [ 56, 464, 859, 509 ], "page_idx": 5 }, { "type": "text", "text": "团队建设:", "text_level": 2, "bbox": [ 56, 585, 142, 625 ], "page_idx": 5 }, { "type": "text", "text": "1、知识管理体系:搭建团队内部的知识git库,定期上传算法研发中过程中解决的问题难点、复用性算法能力等", "bbox": [ 54, 644, 942, 746 ], "page_idx": 5 }, { "type": "text", "text": "2、团队职责分配:胡德锋(10%协同,90%研发),陈睿(10%预研,90%研发),须李龙(30%预研, \n90%研发)", "bbox": [ 54, 764, 930, 866 ], "page_idx": 5 }, { "type": "text", "text": "3、建立周会和周会纪要,开展培训", "bbox": [ 55, 885, 354, 927 ], "page_idx": 5 }, { "type": "text", "text": "4、专著积累:输出2篇专利", "bbox": [ 55, 944, 289, 987 ], "page_idx": 5 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 855, 33, 962, 94 ], "page_idx": 5 }, { "type": "text", "text": "工作业绩总结", "text_level": 2, "bbox": [ 40, 35, 217, 90 ], "page_idx": 6 }, { "type": "image", "img_path": "images/fa3d95072d436d31036d1db2ae2bdabc10cae20eaed971e4ef27844d1cc39186.jpg", "image_caption": [], "image_footnote": [], "bbox": [ 39, 142, 402, 779 ], "page_idx": 6 }, { "type": "image", "img_path": "images/307039befbb53ec074193421ebf0d8d91e86a8a85a5770bcb3f9b0e3947bee38.jpg", "image_caption": [ "2025---->2026" ], "image_footnote": [], "bbox": [ 469, 125, 911, 972 ], "page_idx": 6 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 6 }, { "type": "text", "text": "改进和规划", "text_level": 2, "bbox": [ 39, 35, 187, 90 ], "page_idx": 7 }, { "type": "text", "text": "不足和改进", "text_level": 2, "bbox": [ 65, 162, 165, 203 ], "page_idx": 7 }, { "type": "text", "text": "• 业务理解:持续加深对于业务的理解和重视程度,技术是实现功能,但应该不能光局限于技术,也要考虑到客户的角度怎么去看待问题和产品落地", "bbox": [ 70, 237, 788, 335 ], "page_idx": 7 }, { "type": "text", "text": "• 工作沟通:不能太过于陷入自身研发,直面问题,要及时反馈给领导,和公司同事进行配合高效配合解决问题", "bbox": [ 70, 366, 788, 461 ], "page_idx": 7 }, { "type": "text", "text": "• 工作经验不足:这块是自己实实在在的问题,在这里要持续和大家保持学习,要及时暴露问题,学习经验", "bbox": [ 70, 494, 788, 588 ], "page_idx": 7 }, { "type": "text", "text": "责任心:在后续工作中,要持续保持自己的高度责任心", "bbox": [ 71, 622, 544, 662 ], "page_idx": 7 }, { "type": "text", "text": "• 驻场:从现场收获到了很多数据,同时也遇见了很多问题,比如沟通问题、客户数据量大、业务变更等", "bbox": [ 70, 696, 789, 792 ], "page_idx": 7 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 7 }, { "type": "text", "text": "对公司发展的建议", "text_level": 2, "bbox": [ 39, 35, 276, 90 ], "page_idx": 8 }, { "type": "text", "text": "不限范围,如:", "bbox": [ 70, 266, 196, 303 ], "page_idx": 8 }, { "type": "text", "text": "1、业务与战略层面", "bbox": [ 72, 305, 235, 344 ], "page_idx": 8 }, { "type": "text", "text": "2、管理与运营层面", "bbox": [ 70, 346, 235, 383 ], "page_idx": 8 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 962, 94 ], "page_idx": 8 }, { "type": "text", "text": "谢 谢", "text_level": 2, "bbox": [ 583, 379, 747, 498 ], "page_idx": 9 }, { "type": "text", "text": "博弈智能操作系统为核心,聚焦决策智能领域实战化应用", "bbox": [ 509, 562, 876, 598 ], "page_idx": 9 }, { "type": "header", "text": "紫东红途Honto", "bbox": [ 856, 33, 963, 94 ], "page_idx": 9 } ]