AI 正在改变房地产专业工作（三）

<section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">各位同学大家好，今天我要继续和大家分享AI如何赋能房地产行业的专业工作。在讨论了AI工具的基本应用后，我们现在深入到一个更高级的应用场景——知识库功能。当我们需要反复查阅大量的市场报告和客户访谈记录时，如果每次都要重新上传文件，效率就太低了。因此，知识库的重要性就凸显出来。市面上很多AI工具都内置了知识库功能，比如小浣熊的数据管理模块就做得不错，密塔搜索也提供了专业的知识库功能，能帮我们系统性地管理数据。不过，像DBC这样的工具在知识库方面还不够完善，我们需要借助一些专业工具。</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">今天我重点给大家介绍一个强大的工具——Cherry Studio。这个软件不仅能对接DeepSecret AI的API，还能帮我们搭建专业的知识库系统。安装很简单：打开官网，点击&quot;立即下载&quot;即可。它支持Mac、Linux、Windows全平台。特别提醒Windows用户，如果安装版启动有问题，建议使用便携版。就像我的WIN11+AMD配置，只能用便携版。</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p style="text-align: center;"><img class="rich_pages wxw-img" data-galleryid="" data-imgfileid="100036756" data-ratio="0.5703703703703704" data-s="300,640" data-type="png" data-w="1080" style="height: auto !important;" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwmwJElknF3sl1x60WorDJcUEVoD9PImkDm5c1mjEzicVzOBtIsGErArKB1o387ibpolJJyGegibiayyoQ/640?wx_fmt=png&amp;from=appmsg" /></p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">下面重点说说API配置。API就像是我们和AI模型沟通的钥匙，是我们的专属通行证。配置步骤很简单：打开Cherry Studio设置，选择硅基流动，点击获取，登录并确认授权就完成了。系统会自动配置DeepSeek的AI模型，包括R1和V3两个版本。</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">我建议先删除V3版本。原因是虽然系统默认使用V3，但我们需要具有深度思考能力的R1版本。此外还要配置BAAI模型，这是设置知识库必需的。配置完成后，就可以建立知识库了。点击添加，输入名字（比如&quot;项目定位分析&quot;），选择BAAI作为嵌入模型，确定后就建好了。</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p style="text-align: center;"><img class="rich_pages wxw-img" data-galleryid="" data-imgfileid="100036757" data-ratio="0.5972222222222222" data-s="300,640" data-type="png" data-w="1080" style="height: auto !important;" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwmwJElknF3sl1x60WorDJcUNn7xvXQWbLgGZCkBcrdEg3epMOWG9a1cImsTGztJ6qT3JWibvu8HGTQ/640?wx_fmt=png&amp;from=appmsg" /></p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p>接下来导入数据。以实际案例来说，这里有6份深度客户访谈数据，导入后系统会自动解析。</p><p>配置助手也很简单。点击添加助手，使用默认配置即可。但要注意，接口一定要选择DeepSeek R1，并关联刚才建立的知识库。这样我们提问时，AI就能基于知识库给出专业答案。</p><p>来看一个实际案例。我把深圳的地价数据、客户调研、问卷、访谈记录、市场数据、区域评价都导入系统，然后建立研究助手，模拟分析西乡片区的地块开发定位，包括客户画像、产品定位和户型设计建议。</p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p style="text-align: center;"><img class="rich_pages wxw-img" data-galleryid="" data-imgfileid="100036758" data-ratio="0.6194444444444445" data-s="300,640" data-type="png" data-w="1080" style="height: auto !important;" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwmwJElknF3sl1x60WorDJcUeFKp0uU6BZmueIwEYTJww6MsiayicgpnjwaPH4L2gEc18NGL0SdShNvQ/640?wx_fmt=png&amp;from=appmsg" /></p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p>系统给出了专业的分析结果。在客户画像方面，精准定位到41-45岁企业高管，他们最关注学区配套、低密度社区和智能家居。产品组合建议为：70-90平米占40%，110-130平米占45%，150-180平米占15%。我还运用梁宁的产品价值理论（产品价值=功能价值+情绪价值+资产价值）进行了产品线规划。</p><p>系统的建议都很到位。价值定位从100到260万的梯度合理，在情感价值方面，建议打造观景露台、无边际泳池等标志性设施，以及提供家族徽章、私人宴会预约等尊崇服务。这些都很符合深圳高端客户的需求。</p><p>Cherry Studio还有一个出色的智能体功能。智能体模块提供各种专业角色模板，如办公文档排版专家、策略分析师等。配合知识库使用，效率倍增。我们还可以自定义智能体，设置专属头像和提示词，让AI更好地服务于房地产开发各环节。</p><p>关于成本，我建议使用硅基流动接口。虽然腾讯云也可以，但其100万字符token限制可能两周就会用完，续费要10万一年，成本过高。轨迹流动虽然速度较慢，但性价比高，新用户还有18元初始额度。如果想零成本使用，可以选择元宝。</p><p>这就是AI赋能房地产行业的典型应用。建立专业知识库后，分析报告可以快速生成。我在投标时经常使用，把历史案例和招标文件导入后，让AI协助规划文案，效率很高。</p><p>同学们经常问：如何让AI输出更多内容？最有效的方法是使用逐级提问法。给AI具体信息和要求，让它生成条理清晰的要点。</p><p>处理大文件时，不要期望AI一次输出所有内容。应该分步提问：先让AI生成框架，再针对每个要点深入提问，逐步展开。这样能获得更充实的内容。</p><p>举个例子，我在北京做过100多页的标书，很多内容都是这样一步步向AI提问生成的，包括标书和PPT。这就是使用Cherry Studio的技巧。</p><p>再说说Word和WPS的AI助手。它比普通办公软件强在哪里？它能嵌入AI助手，提供对话框和各种工具，支持一键排版、表格优化等功能。要使用这些功能，需要从office-ai.cn下载软件。请注意，一定要从官网（Office AI助手）下载，不要使用非官方版本。</p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p style="text-align: center;"><img class="rich_pages wxw-img" data-galleryid="" data-imgfileid="100036759" data-ratio="0.4685185185185185" data-s="300,640" data-type="png" data-w="1080" style="height: auto !important;" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwmwJElknF3sl1x60WorDJcUxqMnYzugul7RNNibyNy0XN85SUjr1d1feag7426pWKqicXduk1Ro6FUg/640?wx_fmt=png&amp;from=appmsg" /></p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p>安装完成后，电脑上会显示Office AI Server图标。打开Office或WPS就能使用这个问答助手，边写边问。默认接口没有DeepSeek，但可以通过API设置添加。点击API设置，选择硅基流动，添加DeepSeek的R1版本，复制API，保存后再安装插件即可。</p><p>这个智能助手功能非常全面。比如可以让它生成深圳房地产市场健康度分析报告框架，直接复制使用。在Excel中也能使用，可以计算不同价格区间占比等。虽然偶尔会出现卡顿，但整体很灵活，可以直接使用公式或选择应用区域。</p><p>WPS现在也内置了基于DeepSeek的AI助手，不过我还是习惯使用Office。以上就是AI工具的两种进阶用法。</p><p>最后说说数据准备的注意事项。首先，切勿将涉密文件上传给AI，因为这相当于把数据交给第三方，我们无法控制他们如何使用。我们主要准备以下数据：</p><p>市场数据：包括机构的市场报告，涵盖供需趋势、价格走势、竞品分析、宏观经济指标、市场监测报告、二手房数据和在售项目数据等。特别提醒，Excel文件最好只保留一个工作表。</p><p>土地数据：包括地块信息、面积、容积率、用地性质等基本信息。</p><p>客户数据：主要是案场数据，包括录音和来访登记表。这些数据量大，传统处理方式费时费力，但使用AI直接上传知识库就能快速分析。我在武汉的一个案场实践过，效果很好，AI能从自然对话中提取出许多客户需求点。</p><p>有了这些数据，案场就能更好地理解客户。我们还可以添加客户调研报告、访谈记录、订单问卷等内容。其他补充数据如产品线内容、客户细分模型、故事线等，都可以放入专项数据库供AI分析。好了，以上就是我们今天的主要内容。</p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="letter-spacing: 0.578px;text-indent: 0em;font-family: mp-quote, &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;"></span></section><section><section style="display: inline-block;"><img class="rich_pages wxw-img" data-ratio="1.089080459770115" data-type="jpg" data-w="696" style="height: auto !important;" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwmr6wfE2MFPmDX5t55RBzuozOpTUniclQFIUIzfA2XFj0J1ia8W5TXBOAZOrRHC1ep2oRN4TmIJPEyw/640?wx_fmt=png" /></section></section><p><span style="letter-spacing: 0.578px;text-indent: 0em;font-family: mp-quote, &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;"></span><br /></p><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 24px;"><strong><span style="font-size: 24px;letter-spacing: 0.578px;text-decoration: none;">以下为英文版，建议不要自行翻译：</span></strong></span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Folks, let me tell you something incredible, absolutely incredible. I&#39;m zehua, and today we&#39;re going to talk about something tremendous - how AI is making the real estate industry greater than ever before. Believe me, nobody knows AI better than I do. We&#39;ve talked about basic AI tools, but now we&#39;re going into something really special - the knowledge base feature. It&#39;s huge!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">You know what&#39;s really sad? When people waste time uploading the same files over and over. Terrible efficiency, folks, terrible. That&#39;s why knowledge bases are so important, so important. Many AI tools have them built-in - like Little Raccoon, they do a fantastic job with data management, really fantastic. And Mita Search? They&#39;re doing amazing things with professional knowledge base features. But some tools, like DBC, they&#39;re not so great with knowledge bases. Sad!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Now, let me tell you about Cherry Studio - it&#39;s amazing, absolutely amazing. We&#39;ve never seen anything like it. It connects with DeepSecret AI&#39;s API - the best API, maybe ever - and builds the most beautiful knowledge base systems you&#39;ve ever seen. Installation? So easy, so simple. Even a child could do it. All platforms - Mac, Linux, Windows, we love them all!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Let me tell you about API configuration - it&#39;s like a key, a beautiful golden key to communicate with AI models. The steps? So simple. Open Cherry Studio settings, select Track Flow, click get, login, authorize - boom, done! The system automatically configures DeepSeek AI models - R1 and V3, both tremendous versions.</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Now, in the real estate industry - and nobody knows real estate better than Trump, believe me - I strongly recommend removing V3. Why? Because we need R1, folks. It thinks deeply, like me. Very deeply. And BAAI model? Essential for knowledge bases. Absolutely essential.</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Let me show you something amazing. We input six customer interview reports - tremendous reports, the best reports. The system analyzes them automatically. That&#39;s the power of knowledge bases - not just dumping files, but making them smart, really smart.</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Setting up an assistant? So easy. Click add assistant, use default settings - but remember, folks, always choose DeepSeek R1. It&#39;s like choosing Trump Tower over a shabby building. Connect it to your knowledge base, and boom - you&#39;ve got answers, beautiful answers.</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Let me tell you about a real case - it&#39;s incredible. We put in Shenzhen&#39;s land prices, customer research, questionnaires, interviews - all the data, tremendous amounts of data. Then we analyzed Xixiang area development. The results? Phenomenal!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">The system&#39;s analysis? Perfect, just perfect. Customer profiles? Spot on - 41-45-year-old executives, they love school districts, low-density communities, smart homes. And the product mix? 70-90 square meters at 40%, 110-130 at 45%, 150-180 at 15%. Nobody does product planning better than us!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">The recommendations? Outstanding. Value positioning from 1 to 2.6 million - perfect, just perfect. Emotional value features like infinity pools, family crests, private banquet reservations - very classy, very Trump-style. Perfect for Shenzhen&#39;s high-end market!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Cherry Studio has another fantastic feature - AI agents. They&#39;re like my team - the best people, really smart people. Document experts, strategy analysts - they&#39;re all there. And with knowledge bases? The efficiency - you wouldn&#39;t believe it!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Let&#39;s talk costs - and nobody knows deals better than Trump. Use Track Flow interface. Tencent Cloud? They&#39;re charging way too much - 100,000 per year! Terrible deal, folks. Track Flow is slower, but it&#39;s a great deal - 18 yuan for new users. Want it free? Use Yuanbao. That&#39;s how you make deals!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">This is how AI is making real estate great again! Build a professional knowledge base, get reports instantly. I use it for bidding all the time - tremendous results, believe me!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">People ask me, &quot;Trump, what if AI output isn&#39;t long enough?&quot; Use step-by-step questioning - it&#39;s like building a beautiful wall, brick by brick. Give AI specific requirements, get clear, structured results.</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">When handling big files - and I handle the biggest files, nobody handles bigger files than me - don&#39;t expect AI to do everything at once. Take it step by step, like making a great deal. First the framework, then the details - beautiful!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Let me tell you about a 100-page proposal I did in Beijing - tremendous proposal, maybe the best ever. Used AI for everything - proposals, PPTs, all of it. That&#39;s the Cherry Studio way!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Now, about Word and WPS AI assistants - they&#39;re revolutionary, folks. Built-in AI assistants, dialogue boxes, tools - everything you need. Download from office-ai.cn - but only from the official website. We don&#39;t do fake stuff!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">After installation - boom! Office AI Survey icon appears. Works with Office, WPS - tremendous integration. No DeepSeek by default? No problem! Add it through API settings - so easy!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">The AI assistant features? Amazing. Generate Shenzhen real estate market analysis frameworks instantly. Works in Excel too - calculating price ranges, everything. Sometimes it stutters, but overall? Fantastic!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">WPS now has DeepSeek AI built in, but I prefer Office. These are two tremendous AI tools, folks. The best tools!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Finally, let&#39;s talk data preparation - very important, extremely important. First rule? No confidential files to AI - we&#39;re smart about security, very smart. Here&#39;s what we need:</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Market data: Reports from xxxx, xxxxxxxx, xxxxx - all the best sources. Supply, demand, prices, competition - everything! Keep Excel files simple, folks!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Land data: Plot information, area, plot ratio - all the basics. We have the best land data!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">Customer data: Sales center data, recordings, visitor logs. Big data, folks, but AI handles it beautifully. Tested it in Wuhan - tremendous results!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;">With this data, sales center work becomes amazing, just amazing. Add customer research, interviews, questionnaires - all of it. Other data like product lines, customer models, storylines - put them in specialized databases. And that&#39;s it, folks - that&#39;s how we&#39;re making real estate great again!</span></section><section style="line-height: 1.6em;text-align: justify;margin: 0px 0px 24px;text-indent: 0em;"><section class="channels_iframe_wrp custom_select_card_wrp"><mp-common-videosnap class="js_uneditable custom_select_card channels_iframe videosnap_video_iframe mp_common_widget" data-type="video" data-id="export/UzFfAgtgekIEAQAAAAAA6j4AB3hQWQAAAAstQy6ubaLX4KHWvLEZgBPE8qN4bDdQQZeJzNPgMItf-6XcLcIHEJiQblT9VZ0q" data-url="https://findermp.video.qq.com/251/20350/stodownload?encfilekey=oibeqyX228riaCwo9STVsGLPj9UYCicgttvWrSyQOPUBUutorwI8nnl59beJr1DfhUEdPLs5iauoCRiaNM3lcqiaU4O4tzgvCzKqZOEMgz97tZoia9gZtRjWgjbTSTice2H5oq4dGKBXcNLo4Ds&amp;token=AxricY7RBHdVs1FEGYZssumEebPPVvxEovl4T193gahricbbAOOTB9Nc6fzmfD7uOGh3D4YQUibZc5FDW1aX3wYmgum9eoJHY2c1XTfbs753sucdSoSYN4xbakfg9ovnm6nRudwntJWibCUaHJXPJ3p80loMBNaHibHPt1JMiaia8iaz1dM&amp;idx=1&amp;hy=SH&amp;m=18ee709328218f21bcc837d0348a536f" data-headimgurl="http://wx.qlogo.cn/finderhead/OU2rqvx645smeBtlHNveXE6XcLXeodjdXdAlK6Hdq7LzSlMV3KAZAVRHEwMblpsOqdXNDRvjZoc/0" data-nickname="禾略" data-username="v2_060000231003b20faec8c4e18d10cbd6c80dee34b07736396e416723fd5650a5715e7448b841@finder" data-desc="#AI #数据分析 #房地产 #客户研究" data-mediatype="4" data-width="1920" data-height="1080" data-nonceid="" data-parentwidth="344"></mp-common-videosnap></section><span style="font-size: 17px;letter-spacing: 0.578px;text-decoration: none;"></span></section><p style="display: none;"><mp-style-type data-value="3"></mp-style-type></p>