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HuangHai 2 weeks ago
parent 931f20764c
commit 5c68d40c23
8 changed files with 801 additions and 6 deletions
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2
dsRagAnything/T1_Train.py
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@ -62,8 +62,6 @@ async def main():
output_dir=output_dir,
parse_method="auto"
)
print("文档解析索引完成！")
if __name__ == "__main__":
asyncio.run(main())

1
dsRagAnything/Test/T4_graph_visual_with_neo4j.py → dsRagAnything/T3_WriteToNeo4j.py
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@ -4,7 +4,6 @@ import json # 用于JSON数据处理
import xml.etree.ElementTree as ET # 用于解析XML文件
from neo4j import GraphDatabase # Neo4j数据库驱动
from Config.Config import * # 导入配置文件
from Util.LightRagUtil import *
# 数学
# WORKING_DIR = "./Topic/Math"

744
dsRagAnything/Topic/DongHua/graph_chunk_entity_relation.graphml
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@ -45,6 +45,254 @@
<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Jilin Animation Institute Research Position Recruitment Table (table)">
<data key="d0">Jilin Animation Institute Research Position Recruitment Table (table)</data>
<data key="d1">table</data>
<data key="d2">This table details job openings for a Technical Artist and Full-stack Developer at Jilin Animation Institute, listing requirements and vacancies. It highlights the institute's need for highly qualified professionals with advanced technical skills and relevant experience, supporting its focus on cutting-edge animation and internet technology research.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="Jilin Animation Institute">
<data key="d0">Jilin Animation Institute</data>
<data key="d1">organization</data>
<data key="d2">Jilin Animation Institute is an educational institution focused on animation and related fields, recruiting for high-level research positions.&lt;SEP&gt;Jilin Animation Institute is an organization focused on animation and internet technologies, currently recruiting highly skilled professionals for research positions.</data>
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</node>
<node id="Engine Engineer">
<data key="d0">Engine Engineer</data>
<data key="d1">category</data>
<data key="d2">A job position requiring expertise in game engines like Unreal Engine, Unity, and ThreeJS, with a focus on programming and problem-solving.</data>
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<node id="Smart Bionic Mechanic">
<data key="d0">Smart Bionic Mechanic</data>
<data key="d1">category</data>
<data key="d2">A job position specializing in mechanical design, robotics, and control systems, with a preference for experience in dynamic mechanical projects.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="AI Algorithm Engineer">
<data key="d0">AI Algorithm Engineer</data>
<data key="d1">category</data>
<data key="d2">A job position focused on AI, computer vision, and graphics, requiring expertise in Python, PyTorch, and related tools.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="Unreal Engine">
<data key="d0">Unreal Engine</data>
<data key="d1">category</data>
<data key="d2">A game engine development platform mentioned as required skill for Engine Engineer position.</data>
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<node id="Unity">
<data key="d0">Unity</data>
<data key="d1">category</data>
<data key="d2">A game engine development platform mentioned as required skill for Engine Engineer position.</data>
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<node id="ThreeJS">
<data key="d0">ThreeJS</data>
<data key="d1">category</data>
<data key="d2">A JavaScript 3D library mentioned as required skill for Engine Engineer position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="SolidWorks">
<data key="d0">SolidWorks</data>
<data key="d1">category</data>
<data key="d2">3D mechanical design software mentioned as required skill for Smart Bionic Mechanic position.</data>
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<node id="Fusion 360">
<data key="d0">Fusion 360</data>
<data key="d1">category</data>
<data key="d2">3D CAD/CAM software mentioned as required skill for Smart Bionic Mechanic position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="Python">
<data key="d0">Python</data>
<data key="d1">category</data>
<data key="d2">Programming language mentioned as required skill for AI Algorithm Engineer position.&lt;SEP&gt;Programming language required for Technical Artist position to develop tools and plugins.</data>
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<node id="PyTorch">
<data key="d0">PyTorch</data>
<data key="d1">category</data>
<data key="d2">Machine learning framework mentioned as required skill for AI Algorithm Engineer position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Technical Artist (TD)">
<data key="d0">Technical Artist (TD)</data>
<data key="d1">category</data>
<data key="d2">A job role requiring expertise in digital effects, animation software (Maya, Blender, Nuke, Houdini, UE), and programming (Python, mel). Candidates need a doctoral degree and problem-solving skills.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Full-stack Internet Development Engineer">
<data key="d0">Full-stack Internet Development Engineer</data>
<data key="d1">category</data>
<data key="d2">A job role requiring proficiency in Vue, Java, Spring frameworks, and web technologies (Javascript, HTML5, CSS3). Candidates need a doctoral degree, 3+ years of experience, and strong analytical skills.</data>
<data key="d3">chunk-7f76a17088dbf0c60ee2e9a75b81de50</data>
<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Maya">
<data key="d0">Maya</data>
<data key="d1">category</data>
<data key="d2">3D computer graphics software used in animation, required skill for Technical Artist position.</data>
<data key="d3">chunk-7f76a17088dbf0c60ee2e9a75b81de50</data>
<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Blender">
<data key="d0">Blender</data>
<data key="d1">category</data>
<data key="d2">Open-source 3D creation suite, required skill for Technical Artist position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Nuke">
<data key="d0">Nuke</data>
<data key="d1">category</data>
<data key="d2">Node-based digital compositing application, required skill for Technical Artist position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Houdini">
<data key="d0">Houdini</data>
<data key="d1">category</data>
<data key="d2">3D animation software, required skill for Technical Artist position.</data>
<data key="d3">chunk-7f76a17088dbf0c60ee2e9a75b81de50</data>
<data key="d4">吉林动画学院一览表.pdf</data>
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</node>
<node id="Unreal Engine (UE)">
<data key="d0">Unreal Engine (UE)</data>
<data key="d1">category</data>
<data key="d2">Game engine used in virtual production, required skill for Technical Artist position.</data>
<data key="d3">chunk-7f76a17088dbf0c60ee2e9a75b81de50</data>
<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="mel">
<data key="d0">mel</data>
<data key="d1">category</data>
<data key="d2">Maya Embedded Language, required skill for Technical Artist position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="Vue">
<data key="d0">Vue</data>
<data key="d1">category</data>
<data key="d2">JavaScript framework required for Full-stack Internet Development Engineer position.</data>
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<node id="Java">
<data key="d0">Java</data>
<data key="d1">category</data>
<data key="d2">Programming language required for Full-stack Internet Development Engineer position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="SpringMVC">
<data key="d0">SpringMVC</data>
<data key="d1">category</data>
<data key="d2">Java framework required for Full-stack Internet Development Engineer position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="mybatis">
<data key="d0">mybatis</data>
<data key="d1">category</data>
<data key="d2">Persistence framework required for Full-stack Internet Development Engineer position.</data>
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<node id="SpringBoot">
<data key="d0">SpringBoot</data>
<data key="d1">category</data>
<data key="d2">Java framework required for Full-stack Internet Development Engineer position.</data>
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<data key="d4">吉林动画学院一览表.pdf</data>
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<node id="JavaScript">
<data key="d0">JavaScript</data>
<data key="d1">category</data>
<data key="d2">Programming language required for Full-stack Internet Development Engineer position.</data>
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<node id="HTML5">
<data key="d0">HTML5</data>
<data key="d1">category</data>
<data key="d2">Markup language required for Full-stack Internet Development Engineer position.</data>
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<node id="CSS3">
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<data key="d1">category</data>
<data key="d2">Style sheet language required for Full-stack Internet Development Engineer position.</data>
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<data key="d2">Educational requirement for both Technical Artist and Full-stack Internet Development Engineer positions.</data>
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<data key="d2">Specialized experience preferred for Technical Artist position.</data>
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<node id="Motion Capture">
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<data key="d2">Specialized experience preferred for Technical Artist position.</data>
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"content": "Table Analysis:\nImage Path: images/a03eeba449d117f0758e34ba7cb2d93e9fc3ae168c6ff3bfbe375b2f42955e50.jpg\nCaption: None\nStructure: <html><body><table><tr><td>序号</td><td>招聘岗位</td><td>招聘 招聘条件 人数</td></tr><tr><td>1</td><td>引擎工程师</td><td>1.博士学历、学位，计算机、数字媒体技术等相关专业； 2.有Unreal Engine、Unity、ThreeJS 引擎开发经验； 3.扎实的编程基本功，对算法和数据结构、设计模式有深入的理解； 4.精通C#、C++，熟悉 HybridCLR热更； 10 5.思维严谨，逻辑清晰，具备独立解决问题的能力； 6.有较强的学习能力，对前沿技术敏感； 7.积极主动，热爱游戏，有良好的沟通能力和团队协作能力。</td></tr><tr><td>2</td><td>智能仿生机械师</td><td>1.博士学历、学位，机械设计、机电一体化、控制工程、机器人、工业设计等相关专业； 2.熟练掌握机械结构设计，熟悉各类机械驱动装置； 3.具备基础电控知识，能独立搭建基本电机驱动与传感器系统； 4.会使用 3D 机械建模软件（如 SolidWorks、Fusion 360）及常用机械加工工具； 8 5.具备一定编程能力，结合 Arduino、Raspberry Pi、PLC 等进行智能机械控制者优先； 6.相关仿生机械装配、动效制作或机器人项目经验；有影视道具机械、主题公园机械装置、动态雕塑等项 目经验更佳；</td></tr><tr><td>3</td><td>AI 算法工程师</td><td>7.有物理特效实体毛发装配、皮肤蒙皮、灯光或声效等经验优先考虑。 1．博士学历、学位，计算机相关专业； 2．在计算机视觉、计算机图形学、深度学习等任一领域有学术论文发表； 3.任一研究方向：智能图像生成与编辑、数字人技术或引擎动画技术； 4．深度参与纵向科研项目的优先； 10 5.具备 python/pytorch/git 等相关的开发技能； 6.熟悉 ComfyUI 工作流/UE 引擎/Blender 建模等相近工具优先； 7.熟悉计算机图形学基础知识优先； 8.熟悉动漫游和影视动画等产业领域优先；</td></tr></table></body></html>\nFootnotes: None\n\nAnalysis: The table presents a detailed recruitment plan for research positions at Jilin Animation Institute, structured with three columns: '序号' (Serial Number), '招聘岗位' (Job Position), and '招聘 招聘条件 人数' (Recruitment Conditions and Number of Openings). Each row corresponds to a specific job position, detailing the qualifications and requirements. Key data points include the demand for high-level expertise (Ph.D. required), specific technical skills (e.g., Unreal Engine, SolidWorks, Python/PyTorch), and the number of openings per position (10 for Engine Engineer and AI Algorithm Engineer, 8 for Smart Bionic Mechanic). Patterns indicate a strong emphasis on interdisciplinary skills, combining technical proficiency with creative and collaborative abilities. The table supports the surrounding content by illustrating the institute's focus on cutting-edge technology and research in animation and related fields.",
"chunk_order_index": 0,
"full_doc_id": "chunk-c2ef2e60916b405cdbca8f9af6e52ec8",
"file_path": "吉林动画学院一览表.pdf"
},
"chunk-7f76a17088dbf0c60ee2e9a75b81de50": {
"tokens": 676,
"content": "Table Analysis:\nImage Path: images/b71161cd26777a2658b3331ea64f9c8e44ebb092315bb9a40b5906aee0860356.jpg\nCaption: None\nStructure: <html><body><table><tr><td>4</td><td>技术美术 TD</td><td>1.博士学历、学位，数字特效、数字媒体、动画等相关专业； 2.熟悉 Maya、Blender、Nuke、Houdini、UE 等影视制作软件，熟悉动画、影视各环节制作流程及规范； 3.有独立解决问题能力，有较强的学习能力，对于动画、影视视效制作中的问题和报错可以分析和定位； 4.熟练掌握 Python、mel 等语言，能开发 Maya 和任意一种 Blender/Nuke/Houdini/UE 软件中的插件，命 令行工具； 5.对于影视全流程设计有自己的思考和总结； 6.有虚拟制片或动作捕捉系统相关之影视项目经验优先考虑。</td><td>10</td></tr><tr><td>5</td><td>互联网全站开发 工程师</td><td>1.博士学历、学位，计算机或其他相关专业毕业； 2.3年及以上软件开发工作经验； 3.有 Vue 实战项目经验、精通 Java 编程语言，熟练运用 SpringMVC,mybatis，SpringBoot 等 Java EE 框架，至少看过一个框架源码或 jdk 源码； 5.具其有较强的爱辑维以系统分析和文档编写能力，良好的编程风格，能快速学习和掌握新技术； 6.具备较强的自学能力，团队精神及抗压能力，思路清晰，善于思考，能独立分析和解决问题； 7.具有集群环境搭建经验，具有性能调优经验； 8.具备丰富的 Javascript、HTML5、CSS3 编程经验。</td><td>8</td></tr></table></body></html>\nFootnotes: None\n\nAnalysis: The table presents a detailed job recruitment plan for research positions at Jilin Animation Institute, specifically focusing on two roles: Technical Artist (TD) and Full-stack Internet Development Engineer. The table is organized into four columns: serial number (4, 5), job title (技术美术 TD, 互联网全站开发工程师), job requirements, and the number of vacancies (10, 8). The job requirements are extensive, listing educational qualifications, technical skills, experience, and personal attributes. Key data points include the emphasis on doctoral degrees, specific technical proficiencies (e.g., Maya, Blender, Python for TD; Vue, Java, Spring frameworks for the developer), and the number of vacancies. Patterns show a strong preference for candidates with advanced technical skills, problem-solving abilities, and experience in relevant projects. The table supports the surrounding content by illustrating the institute's focus on hiring highly skilled professionals to bolster its research and development capabilities in animation and internet technologies.",
"chunk_order_index": 0,
"full_doc_id": "chunk-7f76a17088dbf0c60ee2e9a75b81de50",
"file_path": "吉林动画学院一览表.pdf"
}
}

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