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HuangHai 2 weeks ago
parent 7ac38c0c0c
commit bc19530345
10 changed files with 994 additions and 30 deletions
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4
dsRagAnything/T2_Query.py
Unescape View File

@ -33,9 +33,9 @@ async def load_existing_lightrag():
)
# 查询
#user_prompt = "如果资料中提供了图片，需要把图片也展示出来。有图片路径的，需要转为![]() 这样的markdown格式展示。"
user_prompt = "如需画图使用mermaid格式，节点名称用英文或拼音，显示名称用中文",
#user_prompt = "如需画图使用mermaid格式，节点名称用英文或拼音，显示名称用中文",
result = await rag.aquery(
user_prompt=user_prompt,
#user_prompt=user_prompt,
#query="本文档讲述了什么内容？",
query="吉林动画学院招聘岗位有哪些？",
mode="hybrid"

0
dsRagAnything/T1_TrainNeo4j.py → dsRagAnything/T3_TrainNeo4j.py
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926
dsRagAnything/Topic/DongHua/graph_chunk_entity_relation.graphml
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@ -16,58 +16,946 @@
<node id="吉林动画学院">
<data key="d0">吉林动画学院</data>
<data key="d1">organization</data>
<data key="d2">吉林动画学院is an educational institution focusing on animation and research, currently recruiting for research positions.</data>
<data key="d2">吉林动画学院is an educational institution conducting a recruitment drive for research positions, with detailed requirements and application conditions.</data>
<data key="d3">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943681</data>
<data key="d5">1751943834</data>
</node>
<node id="科研岗位">
<data key="d0">科研岗位</data>
<data key="d1">category</data>
<data key="d2">科研岗位refers to research positions being recruited for, indicating the institution's focus on academic research.</data>
<data key="d2">科研岗位refers to research positions being offered by吉林动画学院, with specific qualifications and application requirements.</data>
<data key="d3">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943681</data>
<data key="d5">1751943834</data>
</node>
<node id="招聘计划">
<data key="d0">招聘计划</data>
<data key="d1">event</data>
<data key="d2">招聘计划is the recruitment event or process being conducted by吉林动画学院for research positions.</data>
<data key="d2">招聘计划is the recruitment event organized by吉林动画学院to fill research positions.</data>
<data key="d3">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943681</data>
<data key="d5">1751943834</data>
</node>
<node id="报名条件">
<data key="d0">报名条件</data>
<data key="d1">category</data>
<data key="d2">报名条件refers to the application requirements or qualifications needed for the research positions.</data>
<data key="d2">报名条件outlines the eligibility criteria and application requirements for the research positions.</data>
<data key="d3">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943681</data>
<data key="d5">1751943834</data>
</node>
<node id="吉林省">
<data key="d0">吉林省</data>
<data key="d1">geo</data>
<data key="d2">吉林省is the province where吉林动画学院is located, serving as the geographical context for the recruitment.</data>
<data key="d3">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943834</data>
</node>
<node id="Jilin Animation Institute Research Positions Recruitment Table (table)">
<data key="d0">Jilin Animation Institute Research Positions Recruitment Table (table)</data>
<data key="d1">table</data>
<data key="d2">This table outlines the recruitment details for three research positions at Jilin Animation Institute, emphasizing doctoral qualifications, technical expertise, and industry experience. It reflects the institute's focus on advanced technology and innovation in animation, gaming, and AI fields.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943846</data>
</node>
<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 organization focused on advanced technology and interdisciplinary expertise, particularly in animation and related fields. It is currently recruiting highly skilled professionals for various research positions.&lt;SEP&gt;Jilin Animation Institute is an organization recruiting for specialized roles in animation technology and web development, emphasizing high-level technical and creative skills.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f&lt;SEP&gt;chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Engineer">
<data key="d0">Engineer</data>
<data key="d1">person</data>
<data key="d2">Engineer refers to a professional role being recruited, requiring a doctoral degree and expertise in computer science, digital media technology, and game engine development like Unreal Engine and Unity.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Intelligent Bionic Mechanic">
<data key="d0">Intelligent Bionic Mechanic</data>
<data key="d1">person</data>
<data key="d2">Intelligent Bionic Mechanic refers to a professional role being recruited, requiring a doctoral degree and expertise in mechanical design, robotics, and control engineering, with experience in smart mechanical systems.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="AI Algorithm Engineer">
<data key="d0">AI Algorithm Engineer</data>
<data key="d1">person</data>
<data key="d2">AI Algorithm Engineer refers to a professional role being recruited, requiring a doctoral degree and expertise in computer vision, computer graphics, and deep learning, with experience in AI tools and frameworks.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Game Development">
<data key="d0">Game Development</data>
<data key="d1">category</data>
<data key="d2">Game Development is a field of expertise required for the Engine Engineer position, involving skills in game engines, programming, and algorithm design.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="AI">
<data key="d0">AI</data>
<data key="d1">category</data>
<data key="d2">AI is a field of expertise required for the AI Algorithm Engineer position, involving skills in computer vision, deep learning, and smart image generation.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Mechanical Design">
<data key="d0">Mechanical Design</data>
<data key="d1">category</data>
<data key="d2">Mechanical Design is a field of expertise required for the Intelligent Bionic Mechanic position, involving skills in robotics, 3D modeling, and control systems.</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Robotics">
<data key="d0">Robotics</data>
<data key="d1">category</data>
<data key="d2">Technical field involving mechanical systems and intelligent control engineering</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Artificial Intelligence">
<data key="d0">Artificial Intelligence</data>
<data key="d1">category</data>
<data key="d2">Technical field involving machine learning and computer vision applications</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Computer Science">
<data key="d0">Computer Science</data>
<data key="d1">category</data>
<data key="d2">Academic discipline required for technical positions at the institute</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Digital Media Technology">
<data key="d0">Digital Media Technology</data>
<data key="d1">category</data>
<data key="d2">Specialized field relevant to animation and interactive media development</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Mechanical Engineering">
<data key="d0">Mechanical Engineering</data>
<data key="d1">category</data>
<data key="d2">Engineering discipline required for bionic mechanics position</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Control Engineering">
<data key="d0">Control Engineering</data>
<data key="d1">category</data>
<data key="d2">Technical field involving system automation and robotics control</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Computer Graphics">
<data key="d0">Computer Graphics</data>
<data key="d1">category</data>
<data key="d2">Specialized field relevant to animation and visual effects development</data>
<data key="d3">chunk-a9d43d7f853ec83f9fe6e32655c3cc2f</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</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 lists two research positions at Jilin Animation Institute, detailing requirements and openings. It reflects the institute's focus on advanced technical skills and doctoral qualifications in animation technology and web development, supporting its recruitment of high-level professionals.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751943936</data>
</node>
<node id="技术美术TD">
<data key="d0">技术美术TD</data>
<data key="d1">category</data>
<data key="d2">Technical Art TD is a job category requiring a doctoral degree, expertise in digital effects, animation software (Maya, Blender, Nuke, Houdini, UE), and programming skills (Python, mel).</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="互联网全站开发工程师">
<data key="d0">互联网全站开发工程师</data>
<data key="d1">category</data>
<data key="d2">Full-stack Web Development Engineer is a job category requiring a doctoral degree, proficiency in Java, Vue, and web technologies (HTML5, CSS3), and experience in software development and performance optimization.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="博士学历">
<data key="d0">博士学历</data>
<data key="d1">category</data>
<data key="d2">Doctoral degree is a mandatory requirement for both job positions, indicating the institute's focus on highly qualified candidates.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Maya">
<data key="d0">Maya</data>
<data key="d1">category</data>
<data key="d2">Maya is a 3D animation software mentioned as a required skill for the Technical Art TD position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Blender">
<data key="d0">Blender</data>
<data key="d1">category</data>
<data key="d2">Blender is a 3D animation software mentioned as a required skill for the Technical Art TD position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Vue">
<data key="d0">Vue</data>
<data key="d1">category</data>
<data key="d2">Vue is a JavaScript framework mentioned as a required skill for the Full-stack Web Development Engineer position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Java">
<data key="d0">Java</data>
<data key="d1">category</data>
<data key="d2">Java is a programming language mentioned as a required skill for the Full-stack Web Development Engineer position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Technical Art TD">
<data key="d0">Technical Art TD</data>
<data key="d1">category</data>
<data key="d2">A specialized role requiring expertise in digital effects, animation software (Maya, Blender, Nuke, Houdini, UE), and programming (Python, mel) for plugin development.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Full-stack Web Development Engineer">
<data key="d0">Full-stack Web Development Engineer</data>
<data key="d1">category</data>
<data key="d2">A technical role requiring proficiency in Java, Vue, Spring frameworks, and web technologies (HTML5, CSS3), with emphasis on system analysis and performance optimization.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Doctoral Degree">
<data key="d0">Doctoral Degree</data>
<data key="d1">category</data>
<data key="d2">Mandatory educational requirement for all listed positions at Jilin Animation Institute, indicating high qualification standards.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Nuke">
<data key="d0">Nuke</data>
<data key="d1">category</data>
<data key="d2">Compositing software mentioned in Technical Art TD requirements.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Houdini">
<data key="d0">Houdini</data>
<data key="d1">category</data>
<data key="d2">3D animation software specified in Technical Art TD job requirements.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Unreal Engine (UE)">
<data key="d0">Unreal Engine (UE)</data>
<data key="d1">category</data>
<data key="d2">Game engine mentioned as required knowledge for Technical Art TD position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Python">
<data key="d0">Python</data>
<data key="d1">category</data>
<data key="d2">Programming language required for Technical Art TD to develop plugins and tools.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="mel">
<data key="d0">mel</data>
<data key="d1">category</data>
<data key="d2">Maya Embedded Language required for Technical Art TD position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="SpringMVC">
<data key="d0">SpringMVC</data>
<data key="d1">category</data>
<data key="d2">Java framework mentioned in Full-stack Web Development Engineer requirements.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="mybatis">
<data key="d0">mybatis</data>
<data key="d1">category</data>
<data key="d2">Persistence framework required for Full-stack Web Development Engineer position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="SpringBoot">
<data key="d0">SpringBoot</data>
<data key="d1">category</data>
<data key="d2">Java framework specified in Full-stack Web Development Engineer job description.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="HTML5">
<data key="d0">HTML5</data>
<data key="d1">category</data>
<data key="d2">Web technology required for Full-stack Web Development Engineer role.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="CSS3">
<data key="d0">CSS3</data>
<data key="d1">category</data>
<data key="d2">Style sheet language required for Full-stack Web Development Engineer position.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Virtual Production">
<data key="d0">Virtual Production</data>
<data key="d1">category</data>
<data key="d2">Preferred experience area for Technical Art TD candidates.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<node id="Motion Capture">
<data key="d0">Motion Capture</data>
<data key="d1">category</data>
<data key="d2">Preferred experience area mentioned in Technical Art TD requirements.</data>
<data key="d3">chunk-94cbd752086d954d904ac972cd76a472</data>
<data key="d4">吉林动画学院一览表.pdf</data>
<data key="d5">1751944043</data>
</node>
<edge source="吉林动画学院" target="科研岗位">
<data key="d6">8.0</data>
<data key="d7">吉林动画学院is recruiting for research positions (科研岗位), showing its commitment to academic development.</data>
<data key="d8">academic recruitment,research focus</data>
<data key="d6">9.0</data>
<data key="d7">吉林动画学院is offering科研岗位as part of its recruitment drive.</data>
<data key="d8">institutional hiring,job openings</data>
<data key="d9">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d10">吉林动画学院一览表.pdf</data>
<data key="d11">1751943681</data>
<data key="d11">1751943834</data>
</edge>
<edge source="吉林动画学院" target="招聘计划">
<data key="d6">9.0</data>
<data key="d7">吉林动画学院is organizing a recruitment plan (招聘计划) for research positions.</data>
<data key="d8">institutional hiring,research staffing</data>
<data key="d6">8.0</data>
<data key="d7">吉林动画学院is organizing the招聘计划to recruit qualified candidates.</data>
<data key="d8">institutional process,recruitment event</data>
<data key="d9">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d10">吉林动画学院一览表.pdf</data>
<data key="d11">1751943834</data>
</edge>
<edge source="吉林动画学院" target="吉林省">
<data key="d6">6.0</data>
<data key="d7">吉林动画学院is located in吉林省, which provides the regional context for its operations.</data>
<data key="d8">geographical presence,institutional location</data>
<data key="d9">chunk-1f0c3c41a5d8258ec1b6226d3e655777</data>
<data key="d10">吉林动画学院一览表.pdf</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, listing three specific job openings with their respective requirements. The table is structured with three columns: '序号' (Serial Number), '招聘岗位' (Job Position), and '招聘条件 人数' (Recruitment Conditions and Number of Openings). Each row corresponds to a distinct job role, detailing the qualifications, skills, and experience required, along with the number of vacancies. Key patterns include the emphasis on doctoral qualifications, specialized technical skills, and industry-specific experience. The data highlights the institute's focus on advanced technology and interdisciplinary expertise, particularly in fields like game development, AI, and mechanical design. The table supports the surrounding content by illustrating the institute's commitment to hiring highly skilled professionals to drive innovation in animation and related technologies.",
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"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 is structured with four columns, each row representing a specific job position at Jilin Animation Institute. The columns are: 1) Position number ('4', '5'), 2) Job title ('技术美术 TD', '互联网全站开发工程师'), 3) Detailed job requirements (e.g., education, skills, experience), and 4) Number of openings ('10', '8'). The job titles indicate specialized roles in animation technology and web development. Key data points include the mandatory requirement of a doctoral degree for both positions, specific technical skills (e.g., Maya, Blender, Vue, Java), and preference for practical project experience. Patterns show a strong emphasis on technical proficiency, problem-solving abilities, and adaptability to new technologies. The table likely supports a broader context of Jilin Animation Institute's recruitment strategy, highlighting their focus on high-level technical and creative roles in animation and digital media.",
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