跨境Ai视界 前两天做了一个亚马逊listing Agent，今天我进行了一下升级。升级的主要内容就是大模型和切换到coze海外版本。还记得上次的槽点吗，主要是大模型分类的问题，我只取了清洗后的关键词表的前50行，是为了减少大模型的幻觉，因为国内扣子支持的大模型有限。这次我把所有的流程切换到了海外版的coze，并不是重复造轮子，而是为了用上Claude。
我在上篇文章中就提到过，在使用过程中发现Claude已经超过了ChatGPT，而且提供了可视化的界面。实测中我直接把下载后未清洗的表格丢给GPT和Claude，结果Claude表现更好，能够直接把关键词分类出来，而且分类更精准。
因为可以用上最强的大模型，所以我把关键词表格的前50行代码删除，获取了所有的完整关键词。这时我可以得到一个清洗后的按购买率进行降序的关键词库。以上次投影仪的关键词为例，源表格3000个词，清洗后剩下1200个词作为词库。
然后我把过程中用到的大模型全部换成了 Claude 3.5 Sonnet，完成了Ai Agent中最重要、最关键的一环。但是由于关键词太多，超过1000个，所以大模型并没有把所有词进行分类，只是分类了80个词。我推测是由于coze本身的agent平台有所限制。
我在想，如果我用langchain的方式部署到本地，也许会把所有的词给分类完。还有如果能用数据分析工具如Tableau接入大模型，直接在表格中打标，是不是更快速，而且保持了表格原有的格式。当然，这个太过于硬核了，我先埋下一个种子。等有朝一日，技术更加成熟了，或者我学会了新的技能再做尝试。
同时，由于思维导图的功能有点鸡肋，在海外版本直接做了删除。至此，这个最强亚马逊listing Ai Agent在大模型的升级下已经达到了生产级别。
当然，coze海外版已经开始收费，免费额度很有限，请大家根据实际情况去选择。现在，欢迎大家来大量的测试，如果有新的想法，我会继续优化，争取把“最强”这个称号给坐实。
所有自制的agent都会放到导航网站 www.amzhelper.com ，方便查看，同时也可以在扣子中关注我，能够第一时间知道我上架的新bot。
国内版：https://www.coze.cn/s/iMD8NbCt/
海外版：https://www.coze.com/s/Zs8rTjDYP/
效果对比
国内外版coze生成的listing效果放在这里，供大家对比。我采用AB test的方法，所有的内容都一致，只改变了大模型。这样，可以更加直观的看出大模型能力的提升。加粗的关键词是引用到词库的词，明显会看出海外版的词更加多样和精准。我把源关键词表格放到了飞书共享，链接在这里，大家可以自行验证。
投影仪3000关键词：https://iq6348nxvgp.feishu.cn/sheets/FLQ2sDiVMh5xZftNtBHcA530nFf
国内版
Title: Dr. J Professional Projector - Outdoor Movies & Home Theater Bundle with Stand & Screen
Key Features:
- WiFi Connectivity: Stream content seamlessly from your devices.
- 4K Bluetooth Compatibility: Enjoy high-definition visuals with ease.
- Portable Design: Compact and lightweight for easy setup anywhere.
- Long-Lasting LED Bulb: Up to 50,000 hours of entertainment.
- Auto Keystone Correction: Ensures perfect image alignment.
- Built-in Speakers: Rich, clear sound without additional equipment.
- Easy Setup: Comes with a user-friendly manual and support. Product Description: Elevate your movie nights and presentations with the Dr. J Professional Projector. This versatile projector is designed for both indoor and outdoor use, making it the perfect companion for any occasion. Whether you’re hosting a backyard cinema experience or setting up a home theater, this projector delivers an immersive viewing experience with its 4K Bluetooth and WiFi capabilities. The projector’s portable design means you can take it anywhere, from camping trips to business presentations. The long-lasting LED bulb ensures that you get the most out of your investment, with up to 50,000 hours of entertainment. The auto keystone correction feature makes sure your images are always perfectly aligned, while the built-in speakers provide a rich audio experience without the need for external sound systems. Setting up the Dr. J Professional Projector is a breeze, thanks to its easy setup process. The package includes a stand and screen, making it a complete bundle for your convenience. With this projector, you can enjoy your favorite content in stunning detail, whether you’re watching movies, playing video games, or giving presentations. Don’t miss out on the opportunity to transform your space into a home theater or an outdoor cinema. The Dr. J Professional Projector is more than just a projector; it’s an experience. Order yours today and start enjoying your content in a whole new way!
国外版
Title (200 characters max): Dr J Professional Projector - Mini Portable Projector with WiFi and Bluetooth, 1080P HD Home Theater Projector for Indoor/Outdoor Movies, Compatible with iPhone/Android/Laptop/TV Stick
Bullet Points (5 points, 500 characters each max):
- 🎬 WIRELESS CONNECTIVITY: This smart projector features built-in WiFi and Bluetooth, allowing seamless connection to smartphones, tablets, laptops, and streaming devices. Enjoy screen mirroring without cables for a truly wireless experience.
- 📱 WIDE COMPATIBILITY: Our portable projector works with iOS, Android, Windows, and Mac devices. It’s also compatible with Fire Stick, Roku, Chromecast, and gaming consoles, making it perfect for home theater, outdoor movies, or office presentations.
- 🌟 SUPERIOR IMAGE QUALITY: Enjoy crisp, clear visuals with native 1080p resolution and 8000:1 contrast ratio. The LED projector supports 4K input and delivers vibrant colors, making it ideal for both dark rooms and daylight viewing.
- 🔊 IMMERSIVE AUDIO: Built-in Bluetooth speakers provide rich, room-filling sound. For an enhanced audio experience, easily connect external speakers or soundbars via Bluetooth or the 3.5mm audio output.
- 🏕️ VERSATILE USE: This mini projector is perfect for various settings - use it as a bedroom projector, outdoor projector, or for camping. Its compact size and included carrying case make it truly portable for on-the-go entertainment.
Product Description (2000 characters max): Experience cinema-quality entertainment anywhere with the Dr J Professional Projector. This versatile mini projector combines portability with advanced features, making it the perfect choice for movie enthusiasts, gamers, and professionals alike. Superior Viewing Experience
Enjoy stunning visuals with our native 1080p projector. Supporting 4K input and boasting an impressive 8000:1 contrast ratio, this HD projector delivers sharp, vibrant images up to 200 inches. Whether you’re watching movies, gaming, or presenting, the picture quality will impress in various lighting conditions. Wireless Connectivity
Say goodbye to cable clutter! With built-in WiFi and Bluetooth, this smart projector offers effortless connectivity. Screen mirror your devices wirelessly or stream content directly from popular platforms. The Bluetooth projector feature also allows for easy connection to external speakers for an enhanced audio experience. Wide Compatibility
Our projector works seamlessly with a wide range of devices. Connect your iPhone, Android smartphone, laptop, gaming console, or streaming stick (like Fire Stick, Roku, or Chromecast) with ease. Whether you’re using it as a home projector, outdoor projector, or for business presentations, it’s got you covered. Portable Design
Weighing just 2.1 lbs, this mini portable projector is perfect for on-the-go entertainment. Use it for outdoor movies, camping trips, or take it to a friend’s house. The included carrying case makes transportation a breeze. User-Friendly Features
Enjoy hassle-free setup with auto keystone correction and focus adjustment. The intuitive menu system and included remote control make operation simple for all users. Versatile Applications
From creating a home theater to hosting outdoor movie nights, this projector adapts to various scenarios. It’s equally suitable as a bedroom projector, for gaming, or in office settings for presentations. Transform any space into your personal cinema with the Dr J Professional Projector. Experience the joy of big-screen entertainment wherever you go!
