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title: Accessing MongoDB Sub-Documents Through Proxy Objects
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avatar: jonathan.png
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No-SQL databases like MongoDB make it easy to store application data in dictionary-like document objects. The PyMongo driver already makes it convenient to present MongoDB documents in custom Python classes.
Sub-documents are simply child lists or dictionaries saved within a larger parent document. For example, a school management system might save students and grades as dictionaries within a "classroom" document. A shopping cart app could save color choices and inventory within each "item" document.
This talk will demonstrate techniques for writing sub-document object classes that proxy references back to the original parent document. By proxying back to the parent, we ...

1. retain the benefit of custom classes for each sub-document type
2. maintain a single source of truth inside our application
3. potentially reduce the need for database reads and writes
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introduction:

Jonathan Lindstrom and his wife Lori currently live in Singapore. Their consulting firm Headwaters Entrepreneurs mentors small business owners throughout Asia. Jonathan has spent the last 33 years working for companies large and small in various IT roles as developer, system administrator, release engineer and manager. He made the switch to Python as his primary development language a decade ago but finds there are new and interesting things to learn about Python each day.

Jonathan Lindstrom 和他的妻子 Lori 目前住在新加坡。他们的咨询公司 Headwaters Entrepreneurs 为整个亚洲的小企业主提供指导。在过去的33年里,Jonathan 一直在大大小小的公司工作,担任各种 IT 角色,如开发人员、系统管理员、发布工程师和经理。十年前,他将 Python 作为自己的主要开发语言,但他发现每天都有关于 Python 的新的有趣的东西需要学习。
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speaker: Jonathan Lindstrom
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start_date: 2023-12-17 17:20 Asia/Shanghai
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4 changes: 3 additions & 1 deletion content/chengdu/contents.lr
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activity_url: https://hdxu.cn/ZsOvk
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start_date: 2023-12-16 10:00:00 Asia/Shanghai
start_date: 2023-12-17 13:20:00 Asia/Shanghai
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venue:

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![彭涛](image-6.png "彭涛")

</div>
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live_url: https://live.csdn.net/room/PythonCommunity/3x9qmUUK
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title: LLM-Base Agent
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avatar: lulei.png
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bio: 智慧途灵科技联合创始人& CTO;四川大学计算机专业 硕士;Wipro-ISO9000 审计专家
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在想这个agents落地干活。人这么聪明,为啥99%的流程其实都是锁死的。 生产线上,给予零的自由空间,工作流和标准全部锁死。 组织力,工作流基本锁死,照着干。 绝大多数落地并不需要创造力和乱动,反而全是混乱,而是线性锁死,标准订好,检查不出错。 人类这样聪明,依然这样解决问题。动态编排很fancy,但是否关键在执行力。一种Ai agents 缺陷在编排,这个99%工作流锁死,不行人帮着编排,dynamic planing真的重要度很高吗? 另外一种缺陷是,线性流程每一步品质差。 工作流中对Ai的决策力要求比人类都高,这个是否就走不通? 所以需要的是bottom up. 每个简单的task能做好。要不成了孔乙己.读了很多书,出口成章,琴棋书画无人能敌,就是小事不会做,也不肯做。让我们一起来讨论AI Agent 如何工作,它能带给我们什么呢?具体包括以下3点:

1. AI Agent 存在原因;
2. AI Agent 工作原理;
3. Python在 AI Agent 中的应用。

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introduction: 曾发表多篇国内权威学术期刊发表论文,擅长人工智能领域的自然语言理解、动态知识图谱、深度学习、语音与图像识别、以及个性化推荐技术;现负责途灵 NLP 核心算法;曾荣获米其林必比登软件挑战赛全球第三名,支持组建 Wipro 成都电信事业部,并成功完成全球化工作交接。人工智能领域多项算法及发明专利主导成员;曾荣获 Wipro Project Management Elite 称号。
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speaker: 吕磊
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start_date: 2023-12-17 14:40 Asia/Shanghai
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title: 如何扩展Micropython的可用传感器
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avatar: tangyunfeng.jpg
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bio:
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body: ESP32基于MicroPython不同通讯类型的驱动分析
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introduction: SKFI中韩未来革新加速器社长,服务中韩创新企业落地中国。热心技术公益事业,参与多个技术社区社群的技术分享和活动组织。当选2017~2021年度阿里云最有价值专家(人工智能领域)、2021年度华为云最有价值专家(物联网与人工智能)。与高校开展产学研合作,与西南财经大学开展人工智能本科专业共建,并受聘担任项目管理专业硕士校外导师。
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speaker: 唐云峰
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start_date: 2023-12-17 14:00 Asia/Shanghai
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开放原子开源基金会开源大使
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speaker: 唐佐林
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start_date: 2023-12-17 16:40 Asia/Shanghai
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speaker: Nadeshiko Manju
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avatar: ../../beijing/python-observable/manjusaka.jpg
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start_date: 2023-12-17 15:20 Asia/Shanghai
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title: [闪电]ros机器人的python命令行界面
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avatar: zhangmuhua.png
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body:

机器人操作系统(ROS)是世界范围内广泛使用的开源机器人软件框架,深入支持基于 C++ 与 Python 的开发。但 ROS 学习具备起步难度大的问题,非常打击新人积极性。随着巡检机器人任务复杂度与日俱增,基于 ROS 的机器人也存在越来越难以描述复杂的业务流程的问题。同时, ChatGPT 等大语言模型也逐渐与机器人所结合,也使得需要一种大模型“能编写”,机器人“能听懂”的机器间交互方式。为解决这一系列问题,我们使用 rospy,设计了基于 Python 的机器人硬件抽象层(HAL),形成了机器人 Python 命令行与业务流程脚本系统。使得初学者与机器人业务开发人员无需深入了解 ROS 框架与相关感知控制算法,仅使用简单的 Python 语句即可操作复杂的机器人功能,进一步地,通过人对大模型提出语言要求,大模型根据人的要求对 Python 语句的逻辑组织,机器人硬件抽象层对 Python 语句的执行,更能简化机器人人机交互的复杂性。

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introduction: 西南交通大学电气工程学院博士研究生,研究方向为移动机器人感知、规划与控制。所参与项目产品广泛运用于轨道交通车辆段巡视、列车巡检与高校课程等领域与场景。曾获国际铁路联盟(UIC)首届铁路创客大赛 TrainRail Hackathon 亚太赛区一等奖、全球总决赛评审组高度推荐奖。曾在 IFAC World Congress(国际自动控制联合会世界大会 )等相关顶级学术会议中发表学术论文并作报告。
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speaker: 张目华
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start_date: 2023-12-17 16:25 Asia/Shanghai
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title: [闪电]青少年 Python 编程教育思考
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avatar: judalong.jpg
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body: 中小学生与非专业人士学习python往往面临很多困难,大部分的编程书籍又对这部分人士并不友好。不让编程从入门到放弃,结合讲者多年的思考与教学经验,分享中小学生及非专业路径学生学习python编程的一些建议与路径。
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introduction: 成都魅客科技有限公司联合创始人,曾任交大创客空间原运营总监,担任成都七中,绵阳中学,棕北中学等多校创客指导老师。
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speaker: 鞠大龙
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start_date: 2023-12-17 16:00 Asia/Shanghai
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title: 广州
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start_date: 2023-12-23 10:00:00 Asia/Shanghai
start_date: 2023-12-23 13:30:00 Asia/Shanghai
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venue: 广州图书馆
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live_url: https://live.csdn.net/room/PyConChina/ulcMM7xa
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content:

<div class="text-center partners">

![行云创新](xingyun.png "行云创新")

</div>
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title: 一场聊天应用的变革 :从机器人聊天到 Copilot 再到 AIAgent 的技术演变过程
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avatar: lujianhui.jpg
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speaker: 卢建晖
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start_date: 2023-12-17 16:10 Asia/Shanghai
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title: LangChain 对话驱动业务实现
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avatar: chenxiaoxia.png
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bio: 深圳行云创新科技有限公司产品负责人
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body:

大模型时代,如何使用自然语言与应用交互,让传统数字应用智能化。

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introduction: 拥有多年分布式编程、AI 和大数据系统经验,目前在未来速度担任联合创始人兼 CEO。未来速度的使命是让大规模 AI 触手可及,核心产品是 Xorbits 推理和数据平台。
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speaker: 陈晓霞
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start_date: 2023-12-17 14:00 Asia/Shanghai
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title: Python 与大模型时代应用的碰撞与融合
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bio: 智用人工智能应用研究院 AI 产品总监
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speaker: 周奇民
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avatar: zhouqimin.jpg
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start_date: 2023-12-17 14:50 Asia/Shanghai
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title: AIGC 趋势下的机遇与挑战
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avatar: liuyuzhou.jpeg
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bio: 生境科技技术负责人
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body: 在当今 AIGC 技术不断发展的情形下,很多技术迎来了新的发展机遇,更多的行业也将面临新的变革,一些市场将面临重新洗牌,这里会有很多新技术与新行业的机遇,也会有如 AI 落地、算力等的挑战。对于当下 AIGC 相关技术与应用会是非常好的一个机遇,当前市场刚兴起不久,有一大片蓝海等待被发掘。但也不能忽略对应挑战的存在,毕竟 AIGC 是一个比较烧钱的赛道。
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introduction: 先后供职于上海海鼎、广州棒谷、深圳深度赋智、云鲸科技等科技公司。 曾带领团队落地以图搜图、智能广告、实时推荐、销量预测、AI 平台等项目。 目前出版书籍:《Python3.5 从零开始学》、《Python3.7 从零开始学》、《Python3.8 从零开始学》、《好好学Python 从零基础到项目实战》、《左手Python,右手Excel:带飞Excel的Python绝技 》、《Python 实用教程》、《Python 实战之数据库应用和数据获取》、《Python 实战之数据分析与处理》、《Python进阶编程:编写更高效、优雅的Python代码》
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speaker: 刘宇宙
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start_date: 2023-12-17 13:30 Asia/Shanghai
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title: 深圳
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start_date: 2023-12-10 10:00 Asia/Shanghai
start_date: 2023-12-17 13:00 Asia/Shanghai
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venue: 深圳市南山区科技园南后海大道 2378 号芒果网总部大厦 10 楼
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activity_url: https://hdxu.cn/MhC0P
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live_url:
live_url: https://live.csdn.net/room/PyConChina/CEXPDrcY
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title: 使用 OpenLLM 快速部署你的 LLM 应用
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avatar: frost.jpg
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bio: BentoML 软件工程师 Python 开发。包管理器 PDM 作者。
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body:

## 提纲
1. 大模型应用部署的挑战
2. 使用 OpenLLM 快速启动一个大模型的应用
1. 通过 OpenLLM 调用大语言模型
1. 通过 OpenLLM 启动一个 HTTP server
1. 使用命令行进行模型推理
1. 使用 Python Client 与应用交互
1. OpenLLM 与 langchain 的集成
1. 模型推理性能的优化
3. 使用 BentoML 工具构建并部署大模型应用
1. BentoML 简介
1. 构建一个 bento
1. 将 Bento 部署到 bentocloud
## 听众收益
1. 如何使用常见的 LLM 快速启动一个应用
2. LLM 应用性能优化的方法
3. BentoML 框架的安装与使用方法

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speaker: 明希
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start_date: 2023-12-17 15:50 Asia/Shanghai
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Expand Up @@ -7,12 +7,17 @@ bio: 开源学习组织创始人,知识引擎设计者,软件架构师
body:

介绍如何以开源教育的方式去改变教育,侧重于介绍编程教育的开源教育如何做,分享我目前探索的模式,如何线上线下结合,如何以不同的程度和灵活的方式去实施自主教育,促进自主学习,相应商业模式,也会分享一下我理解的编程应该教什么,怎样教最有效。欢迎广大的程序员大量复制,一起改变编程教育,不要再让那些只“学”了半天编程的“资深程序员”祸害我们的下一代,糟蹋我们宝贵的未来的编程人才。

注:我目前的面向未成年人的编程教学主要教Scratch和Paracraft, 而python 比较少。请大会决定主题相关性。因为之前参加PyCon做分享的时候,很多参会者都表达了切入编程教育的兴趣,所以觉得虽然我目前教的学生学Python 的偏少,过来分享一下我在编程教育上的经验,也许也是大家需要的。
---
introduction:

拥有华尔街,哥伦比亚大学,国内多家知名互联网企业工作经验和管理经验,前华为互联网战略智囊团成员,前华为互联网教育首席架构师。Paracraft 自主教育前负责人。

瑟谷模式布道者,大量参与美国和中国民间的教育实践,在美时创立并领导了全美最大最活跃的技术公益组织。密苏里瑟谷学校筹办委员会委员,纽约自然学习组织创始人,中国 PyCon 大会演讲人,中国教育创新交流会演讲人,教育大发现顾问及董事,厦门五齐学校导师,悦谷学校顾问,安格学校社会导师。

开源学习组织是美国自主教育联盟(ASDE)在中国的联系组织。
---
speaker: 刘远亮
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start_date: 2023-12-17 14:10 Asia/Shanghai
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introduction: 主要是用 Python/Golang 构建系统处理腾讯云 web 流量分析。
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speaker: 李强
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start_date: 2023-12-17 16:30 Asia/Shanghai
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Python 官方文档中文翻译组贡献成员
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speaker: 王宏府
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start_date: 2023-12-17 15:10 Asia/Shanghai
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_model: page
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title: 特别鸣谢
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body:

## 北京
赵先生、学航

## 上海
吴源远、杨淑敏、陶佳元、封小洋、杨志笑

## 深圳

## 成都
石刚

## 杭州
王斌鑫、嵇斌

## 重庆
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{ "title": "合作伙伴", "url": "/partners" }
]
},
{ "title": "组委会", "eng": "Organization", "children": [{ "title": "志愿者", "url": "/volunteer" }] },
{ "title": "组委会", "eng": "Organization", "children": [{ "title": "志愿者", "url": "/volunteer" }, { "title": "特别鸣谢", "url": "/special-thanks" }] },
{
"title": "演讲",
"eng": "Schedule",
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