From 35fa35b5a7f89908ef97fbe149446a47dbfa6f71 Mon Sep 17 00:00:00 2001 From: HuangHai <10402852@qq.com> Date: Tue, 8 Jul 2025 10:33:24 +0800 Subject: [PATCH] 'commit' --- dsRagAnything/T2_Query.py | 3 ++- .../DongHua/kv_store_llm_response_cache.json | 22 +++++++++++++++++++ 2 files changed, 24 insertions(+), 1 deletion(-) diff --git a/dsRagAnything/T2_Query.py b/dsRagAnything/T2_Query.py index e70bb5c2..10cb44f8 100644 --- a/dsRagAnything/T2_Query.py +++ b/dsRagAnything/T2_Query.py @@ -35,7 +35,8 @@ async def load_existing_lightrag(): #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。" result = await rag.aquery( #user_prompt=user_prompt, - query="本文档讲述了什么内容？", + #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" ) print("查询结果:", result) diff --git a/dsRagAnything/Topic/DongHua/kv_store_llm_response_cache.json b/dsRagAnything/Topic/DongHua/kv_store_llm_response_cache.json index 77fc444d..18bf5473 100644 --- a/dsRagAnything/Topic/DongHua/kv_store_llm_response_cache.json +++ b/dsRagAnything/Topic/DongHua/kv_store_llm_response_cache.json @@ -20,5 +20,27 @@ "embedding_max": null, "original_prompt": "[{\"role\": \"user\", \"content\": \"---Goal---\\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\\nUse English as output language.\\n\\n---Steps---\\n1. Identify all entities. For each identified entity, extract the following information:\\n- entity_name: Name of the entity, use same language as input text. If English, capitalized the name.\\n- entity_type: One of the following types: [organization,person,geo,event,category]\\n- entity_description: Comprehensive description of the entity's attributes and activities\\nFormat each entity as (\\\"entity\\\"<|><|><|>)\\n\\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\\nFor each pair of related entities, extract the following information:\\n- source_entity: name of the source entity, as identified in step 1\\n- target_entity: name of the target entity, as identified in step 1\\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\\n- relationship_keywords: one or more high-level key words that summarize the overarching nature of the relationship, focusing on concepts or themes rather than specific details\\nFormat each relationship as (\\\"relationship\\\"<|><|><|><|><|>)\\n\\n3. Identify high-level key words that summarize the main concepts, themes, or topics of the entire text. These should capture the overarching ideas present in the document.\\nFormat the content-level key words as (\\\"content_keywords\\\"<|>)\\n\\n4. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\\n\\n5. When finished, output <|COMPLETE|>\\n\\n######################\\n---Examples---\\n######################\\nExample 1:\\n\\nEntity_types: [person, technology, mission, organization, location]\\nText:\\n```\\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\\n\\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \\\"If this tech can be understood...\\\" Taylor said, their voice quieter, \\\"It could change the game for us. For all of us.\\\"\\n\\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\\n\\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"Alex\\\"<|>\\\"person\\\"<|>\\\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\\\")##\\n(\\\"entity\\\"<|>\\\"Taylor\\\"<|>\\\"person\\\"<|>\\\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\\\")##\\n(\\\"entity\\\"<|>\\\"Jordan\\\"<|>\\\"person\\\"<|>\\\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\\\")##\\n(\\\"entity\\\"<|>\\\"Cruz\\\"<|>\\\"person\\\"<|>\\\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\\\")##\\n(\\\"entity\\\"<|>\\\"The Device\\\"<|>\\\"technology\\\"<|>\\\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\\\")##\\n(\\\"relationship\\\"<|>\\\"Alex\\\"<|>\\\"Taylor\\\"<|>\\\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\\\"<|>\\\"power dynamics, perspective shift\\\"<|>7)##\\n(\\\"relationship\\\"<|>\\\"Alex\\\"<|>\\\"Jordan\\\"<|>\\\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\\\"<|>\\\"shared goals, rebellion\\\"<|>6)##\\n(\\\"relationship\\\"<|>\\\"Taylor\\\"<|>\\\"Jordan\\\"<|>\\\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\\\"<|>\\\"conflict resolution, mutual respect\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Jordan\\\"<|>\\\"Cruz\\\"<|>\\\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\\\"<|>\\\"ideological conflict, rebellion\\\"<|>5)##\\n(\\\"relationship\\\"<|>\\\"Taylor\\\"<|>\\\"The Device\\\"<|>\\\"Taylor shows reverence towards the device, indicating its importance and potential impact.\\\"<|>\\\"reverence, technological significance\\\"<|>9)##\\n(\\\"content_keywords\\\"<|>\\\"power dynamics, ideological conflict, discovery, rebellion\\\")<|COMPLETE|>\\n#############################\\nExample 2:\\n\\nEntity_types: [company, index, commodity, market_trend, economic_policy, biological]\\nText:\\n```\\nStock markets faced a sharp downturn today as tech giants saw significant declines, with the Global Tech Index dropping by 3.4% in midday trading. Analysts attribute the selloff to investor concerns over rising interest rates and regulatory uncertainty.\\n\\nAmong the hardest hit, Nexon Technologies saw its stock plummet by 7.8% after reporting lower-than-expected quarterly earnings. In contrast, Omega Energy posted a modest 2.1% gain, driven by rising oil prices.\\n\\nMeanwhile, commodity markets reflected a mixed sentiment. Gold futures rose by 1.5%, reaching $2,080 per ounce, as investors sought safe-haven assets. Crude oil prices continued their rally, climbing to $87.60 per barrel, supported by supply constraints and strong demand.\\n\\nFinancial experts are closely watching the Federal Reserve's next move, as speculation grows over potential rate hikes. The upcoming policy announcement is expected to influence investor confidence and overall market stability.\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"Global Tech Index\\\"<|>\\\"index\\\"<|>\\\"The Global Tech Index tracks the performance of major technology stocks and experienced a 3.4% decline today.\\\")##\\n(\\\"entity\\\"<|>\\\"Nexon Technologies\\\"<|>\\\"company\\\"<|>\\\"Nexon Technologies is a tech company that saw its stock decline by 7.8% after disappointing earnings.\\\")##\\n(\\\"entity\\\"<|>\\\"Omega Energy\\\"<|>\\\"company\\\"<|>\\\"Omega Energy is an energy company that gained 2.1% in stock value due to rising oil prices.\\\")##\\n(\\\"entity\\\"<|>\\\"Gold Futures\\\"<|>\\\"commodity\\\"<|>\\\"Gold futures rose by 1.5%, indicating increased investor interest in safe-haven assets.\\\")##\\n(\\\"entity\\\"<|>\\\"Crude Oil\\\"<|>\\\"commodity\\\"<|>\\\"Crude oil prices rose to $87.60 per barrel due to supply constraints and strong demand.\\\")##\\n(\\\"entity\\\"<|>\\\"Market Selloff\\\"<|>\\\"market_trend\\\"<|>\\\"Market selloff refers to the significant decline in stock values due to investor concerns over interest rates and regulations.\\\")##\\n(\\\"entity\\\"<|>\\\"Federal Reserve Policy Announcement\\\"<|>\\\"economic_policy\\\"<|>\\\"The Federal Reserve's upcoming policy announcement is expected to impact investor confidence and market stability.\\\")##\\n(\\\"relationship\\\"<|>\\\"Global Tech Index\\\"<|>\\\"Market Selloff\\\"<|>\\\"The decline in the Global Tech Index is part of the broader market selloff driven by investor concerns.\\\"<|>\\\"market performance, investor sentiment\\\"<|>9)##\\n(\\\"relationship\\\"<|>\\\"Nexon Technologies\\\"<|>\\\"Global Tech Index\\\"<|>\\\"Nexon Technologies' stock decline contributed to the overall drop in the Global Tech Index.\\\"<|>\\\"company impact, index movement\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Gold Futures\\\"<|>\\\"Market Selloff\\\"<|>\\\"Gold prices rose as investors sought safe-haven assets during the market selloff.\\\"<|>\\\"market reaction, safe-haven investment\\\"<|>10)##\\n(\\\"relationship\\\"<|>\\\"Federal Reserve Policy Announcement\\\"<|>\\\"Market Selloff\\\"<|>\\\"Speculation over Federal Reserve policy changes contributed to market volatility and investor selloff.\\\"<|>\\\"interest rate impact, financial regulation\\\"<|>7)##\\n(\\\"content_keywords\\\"<|>\\\"market downturn, investor sentiment, commodities, Federal Reserve, stock performance\\\")<|COMPLETE|>\\n#############################\\nExample 3:\\n\\nEntity_types: [economic_policy, athlete, event, location, record, organization, equipment]\\nText:\\n```\\nAt the World Athletics Championship in Tokyo, Noah Carter broke the 100m sprint record using cutting-edge carbon-fiber spikes.\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"World Athletics Championship\\\"<|>\\\"event\\\"<|>\\\"The World Athletics Championship is a global sports competition featuring top athletes in track and field.\\\")##\\n(\\\"entity\\\"<|>\\\"Tokyo\\\"<|>\\\"location\\\"<|>\\\"Tokyo is the host city of the World Athletics Championship.\\\")##\\n(\\\"entity\\\"<|>\\\"Noah Carter\\\"<|>\\\"athlete\\\"<|>\\\"Noah Carter is a sprinter who set a new record in the 100m sprint at the World Athletics Championship.\\\")##\\n(\\\"entity\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"record\\\"<|>\\\"The 100m sprint record is a benchmark in athletics, recently broken by Noah Carter.\\\")##\\n(\\\"entity\\\"<|>\\\"Carbon-Fiber Spikes\\\"<|>\\\"equipment\\\"<|>\\\"Carbon-fiber spikes are advanced sprinting shoes that provide enhanced speed and traction.\\\")##\\n(\\\"entity\\\"<|>\\\"World Athletics Federation\\\"<|>\\\"organization\\\"<|>\\\"The World Athletics Federation is the governing body overseeing the World Athletics Championship and record validations.\\\")##\\n(\\\"relationship\\\"<|>\\\"World Athletics Championship\\\"<|>\\\"Tokyo\\\"<|>\\\"The World Athletics Championship is being hosted in Tokyo.\\\"<|>\\\"event location, international competition\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Noah Carter\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"Noah Carter set a new 100m sprint record at the championship.\\\"<|>\\\"athlete achievement, record-breaking\\\"<|>10)##\\n(\\\"relationship\\\"<|>\\\"Noah Carter\\\"<|>\\\"Carbon-Fiber Spikes\\\"<|>\\\"Noah Carter used carbon-fiber spikes to enhance performance during the race.\\\"<|>\\\"athletic equipment, performance boost\\\"<|>7)##\\n(\\\"relationship\\\"<|>\\\"World Athletics Federation\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"The World Athletics Federation is responsible for validating and recognizing new sprint records.\\\"<|>\\\"sports regulation, record certification\\\"<|>9)##\\n(\\\"content_keywords\\\"<|>\\\"athletics, sprinting, record-breaking, sports technology, competition\\\")<|COMPLETE|>\\n#############################\\n\\n#############################\\n---Real Data---\\n######################\\nEntity_types: [organization,person,geo,event,category]\\nText:\\n吉林动画学院科研岗位招聘计划及报名条件一览表\\n\\n1、引擎工程师\\n\\n招聘条件：\\n\\n1. 博士学历、学位，计算机、数字媒体技术等相关专业；2. 有 UnrealEngine、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#、 ${ \\\\mathsf { C } } + +$ ，熟悉 HybridCLR 热更；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。招聘人数：10 人；\\n\\n2、智能仿生机械师招聘条件：\\n\\n1. 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、Fusion360）及常用机械加工工具；5. 具备一定编程能力，结合 Arduino、RaspberryPi、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；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。招聘人数：8 人；3、AI 算法工程师\\n\\n招聘条件：\\n\\n1. 博士学历、学位，计算机相关专业； \\n2. 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；\\n\\n3. 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；\\n\\n4. 深度参与纵向科研项目的优先；\\n\\n5. 具备 python/pytorch/git 等相关的开发技能；\\n\\n6. 熟悉 ComfyUI 工作流/UE 引擎/Blender 建模等相近工具优先；\\n\\n7. 熟悉计算机图形学基础知识优先；\\n\\n8. 熟悉动漫游和影视动画等产业领域优先；\\n\\n招聘人数：10 人；\\n\\n4、技术美术 TD招聘条件：\\n\\n1. 博士学历、学位，数字特效、数字媒体、动画等相关专业；\\n\\n2. 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；\\n\\n3. 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；\\n\\n4. 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. 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。招聘人数：10 人；\\n\\n5、互联网全站开发工程师\\n\\n招聘条件：\\n\\n1. 博士学历、学位，计算机或其他相关专业毕业； \\n2. 3 年及以上软件开发工作经验； \\n3. 有 Vue 实战项目经验、精通 Java 编程语言，熟练运用 SpringMVC,mybatis，SpringBoot 等 JavaEE \\n框架，至少看过一个框架源码或 jdk 源码； \\n4. 具有较强的逻辑思维以及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； \\n5. 熟悉 Mysql 数据库，熟悉 Tomcat，Nginx；\\n\\n6. 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。招聘人数：8 人；\\n######################\\nOutput:\"}, {\"role\": \"assistant\", \"content\": \"(\\\"entity\\\"<|>\\\"吉林动画学院\\\"<|>\\\"organization\\\"<|>\\\"Jilin Animation Institute is a higher education institution focusing on animation and digital media, currently recruiting for various research positions.\\\")##\\n(\\\"entity\\\"<|>\\\"引擎工程师\\\"<|>\\\"category\\\"<|>\\\"Engineer specializing in game engines like UnrealEngine, Unity, and ThreeJS, with expertise in programming, algorithms, and design patterns.\\\")##\\n(\\\"entity\\\"<|>\\\"智能仿生机械师\\\"<|>\\\"category\\\"<|>\\\"Intelligent bionic mechanics specialist with skills in mechanical design, robotics, and control systems, experienced in 3D modeling and smart mechanical control.\\\")##\\n(\\\"entity\\\"<|>\\\"AI算法工程师\\\"<|>\\\"category\\\"<|>\\\"AI algorithm engineer with a focus on computer vision, deep learning, and digital human technology, experienced in Python, PyTorch, and UE engine tools.\\\")##\\n(\\\"entity\\\"<|>\\\"技术美术TD\\\"<|>\\\"category\\\"<|>\\\"Technical artist with expertise in digital effects, animation, and film production software like Maya, Blender, and Houdini, skilled in Python and plugin development.\\\")##\\n(\\\"entity\\\"<|>\\\"互联网全站开发工程师\\\"<|>\\\"category\\\"<|>\\\"Full-stack web developer proficient in Java, Vue, Spring frameworks, MySQL, and front-end technologies like HTML5 and CSS3, with strong problem-solving skills.\\\")##\\n(\\\"relationship\\\"<|>\\\"吉林动画学院\\\"<|>\\\"引擎工程师\\\"<|>\\\"Jilin Animation Institute is recruiting engine engineers to enhance their research and development capabilities in game engine technology.\\\"<|>\\\"recruitment, research development\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"吉林动画学院\\\"<|>\\\"智能仿生机械师\\\"<|>\\\"Jilin Animation Institute is hiring intelligent bionic mechanics specialists to advance their projects in robotics and mechanical design.\\\"<|>\\\"recruitment, robotics\\\"<|>7)##\\n(\\\"relationship\\\"<|>\\\"吉林动画学院\\\"<|>\\\"AI算法工程师\\\"<|>\\\"Jilin Animation Institute seeks AI algorithm engineers to contribute to their research in computer vision and deep learning.\\\"<|>\\\"recruitment, AI research\\\"<|>9)##\\n(\\\"relationship\\\"<|>\\\"吉林动画学院\\\"<|>\\\"技术美术TD\\\"<|>\\\"Jilin Animation Institute is looking for technical artists to support their animation and film production workflows.\\\"<|>\\\"recruitment, animation production\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"吉林动画学院\\\"<|>\\\"互联网全站开发工程师\\\"<|>\\\"Jilin Animation Institute is hiring full-stack web developers to strengthen their IT infrastructure and web development projects.\\\"<|>\\\"recruitment, web development\\\"<|>7)##\\n(\\\"content_keywords\\\"<|>\\\"recruitment, research positions, animation, AI, robotics, web development\\\")<|COMPLETE|>\"}]\nMANY entities and relationships were missed in the last extraction.\n\n---Remember Steps---\n\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, use same language as input text. If English, capitalized the name.\n- entity_type: One of the following types: [organization,person,geo,event,category]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>)\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n- relationship_keywords: one or more high-level key words that summarize the overarching nature of the relationship, focusing on concepts or themes rather than specific details\nFormat each relationship as (\"relationship\"<|><|><|><|><|>)\n\n3. Identify high-level key words that summarize the main concepts, themes, or topics of the entire text. These should capture the overarching ideas present in the document.\nFormat the content-level key words as (\"content_keywords\"<|>)\n\n4. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n5. When finished, output <|COMPLETE|>\n\n---Output---\n\nAdd them below using the same format:" } + }, + "hybrid": { + "00b4c1ef5136872e94b486b65e99a0bd": { + "return": "{\"high_level_keywords\": [\"\\u6587\\u6863\\u5185\\u5bb9\", \"\\u4e3b\\u9898\\u6982\\u8ff0\"], \"low_level_keywords\": [\"\\u5177\\u4f53\\u4fe1\\u606f\", \"\\u7ec6\\u8282\\u63cf\\u8ff0\"]}", + "cache_type": "keywords", + "chunk_id": null, + "embedding": null, + "embedding_shape": null, + "embedding_min": null, + "embedding_max": null, + "original_prompt": "本文档讲述了什么内容？" + }, + "67f2a2e267a3824b2ade361117a8615d": { + "return": "根据提供的知识图谱和文档内容，本文档主要讲述了**吉林动画学院科研岗位招聘计划及报名条件**，具体涵盖以下五类职位及相关要求：\n\n### 1. 引擎工程师\n- **要求**：博士学历，计算机或数字媒体技术专业背景，需精通UnrealEngine、Unity、ThreeJS等引擎开发，熟练掌握C#、C++编程及HybridCLR热更技术。\n- **技能重点**：算法、数据结构、设计模式。 \n- **招聘人数**：10人。\n\n### 2. 智能仿生机械师\n- **要求**：博士学历，机械设计、机器人等相关专业，需掌握SolidWorks、Fusion360等3D建模工具，具备电控系统搭建能力。\n- **优先条件**：Arduino、RaspberryPi、PLC等智能机械控制经验。 \n- **招聘人数**：8人。\n\n### 3. AI算法工程师\n- **要求**：博士学历，计算机专业，研究方向包括计算机视觉、数字人技术等，需精通Python/PyTorch/Git。\n- **优先条件**：ComfyUI工作流、UE引擎或Blender建模经验。 \n- **招聘人数**：10人。\n\n### 4. 技术美术TD\n- **要求**：博士学历，数字特效或动画专业，需熟练使用Maya、Blender、Houdini等影视制作软件，掌握Python插件开发。\n- **优先条件**：虚拟制片或动作捕捉项目经验。 \n- **招聘人数**：10人。\n\n### 5. 互联网全站开发工程师\n- **要求**：博士学历，3年以上开发经验，精通Vue、Java（SpringMVC/MyBatis/SpringBoot）、MySQL及前端技术（HTML5/CSS3）。\n- **附加能力**：集群环境搭建、性能调优经验。 \n- **招聘人数**：8人。\n\n### 机构背景\n吉林动画学院作为招聘主体，专注于动画与数字媒体领域，此次招聘旨在强化科研与技术团队，覆盖游戏引擎、AI算法、机械设计等多个前沿方向。\n\n---\n\n**References** \n[KG] 吉林动画学院科研岗位招聘计划及报名条件一览表.docx \n[DC] 吉林动画学院科研岗位招聘计划及报名条件一览表.docx", + "cache_type": "query", + "chunk_id": null, + "embedding": null, + "embedding_shape": null, + "embedding_min": null, + "embedding_max": null, + "original_prompt": "本文档讲述了什么内容？" + } } } \ No newline at end of file