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OpenAI adds ‘plug-ins’ to ChatGPT

2023-03-30
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OpenAI is rolling out a new plug-in feature for its chatbot ChatGPT that will let users incorporate live data into the natural language tool from providers like Expedia and Klarna. The “plug-in marketplace” also gives ChatGPT limited internet access and the ability to compile code.

ChatGPT launched in November 2022 and has become one of the fastest growing consumer products in history (Photo:  Iryna Imago / Shutterstock)
ChatGPT launched in November 2022 and has become one of the fastest-growing consumer products in history. (Photo:  Iryna Imago/Shutterstock)

Plug-ins will appear as alternative models at the top of the “chat” window where users currently select between different versions of the OpenAI large language model. It is currently only available to a select number of users but is being rolled out to ChatGPT+ subscribers over the coming weeks.

At launch there will be third-party plug-ins from companies like Expedia that will allow users to plan and book a trip through a conversation with the chatbot, or adding the “superpowers” of Wolfram Alpha, allowing for more complex calculations and visualisations than are currently possible.

Other plug-ins will be available from FiscalNote to allow for real-time data sets from legal, political and regulatory bodies, OpenTable for booking restaurants and getting recommendations, and Zapier which allows users to interact with apps like Google Sheets, Trello, Gmail, HubSpot and Salesforce.

Klarna, the banking and payments service will also be available in the store. Sebastian Siemiatkowski, co-founder and CEO of Klarna said adding this sort of functionality to ChatGPT “passes the mom test” in that it is something anyone can understand and benefit from.

OpenAI stressed it was moving slowly to ensure the roll-out could happen safely and allow them to study the real-world use and impact of the technology. Once ChatGPT users have tested it during the initial run it will be rolled out to API users allowing developers to integrate plug-ins into their own products or create additional plug-ins for ChatGPT.

OpenAI adding live internet access

There will be two plug-ins built and hosted by OpenAI itself. One is a web browser that will allow the chatbot to access the internet via the Bing Search API. In a blog post promoting the plug-in, the company gave the example of searching for the most recent Oscar winners and having it displayed. This was previously impossible as the most recent data was from the middle of 2021 when it was trained.

“Our browsing plug-in shows websites visited and cites its sources in ChatGPT’s responses. This added layer of transparency helps users verify the accuracy of the model’s responses and also gives credit back to content creators. We appreciate that this is a new method of interacting with the web, and welcome feedback on additional ways to drive traffic back to sources and add to the overall health of the ecosystem,” OpenAI explained.

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The other OpenAI-powered plug-in is a code interpreter that works with Python and can handle the upload and download of data and image files. In a video showing the tool in action a data file is uploaded and ChatGPT is used to interpret the file, show visualisations based on the data and provide analysis of the information.

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Plug-ins have been described as the eyes and ears of ChatGPT, providing it with current information and the ability to directly connect with online services. Stephen Wolfram, CEO of Wolfram Alpha said in a blog post: “ChatGPT […] can’t itself be expected to do actual nontrivial computations, or to systematically produce correct data. But when it’s connected to the Wolfram plug-in it can do these things.”

The path to AGI

It comes off the back of Microsoft Research declaring that GPT-4, the latest version of the large language model that powers ChatGPT, is showing early signs of general intelligence. The goal of OpenAI is to create an AGI (Artificial General Intelligence), which it describes as “AI systems that are generally smarter than humans”.

In a paper on the impact of GPT-4 the research team wrote: “We demonstrate that, beyond its mastery of language, GPT-4 can solve novel and difficult tasks that span mathematics, coding, vision, medicine, law, psychology and more, without needing any special prompting.

“Moreover, in all of these tasks, GPT-4’s performance is strikingly close to human-level performance, and often vastly surpasses prior models such as ChatGPT. Given the breadth and depth of GPT-4’s capabilities, we believe that it could reasonably be viewed as an early (yet still incomplete) version of an artificial general intelligence (AGI) system.”

Read more: OpenAI fixes ChatGPT bug that may have breached GDPR

Topics in this article : AI , ChatGPT , OpenAI

参考译文
OpenAI为ChatGPT添加了“插件”
OpenAI为其聊天机器人ChatGPT推出了一个新的插件功能,可以让用户将实时数据整合到Expedia和Klarna等提供商提供的自然语言工具中。“插件市场”还为ChatGPT提供了有限的互联网访问和编译代码的能力。插件将作为替代模型出现在“聊天”窗口的顶部,用户当前可以在不同版本的OpenAI大型语言模型之间进行选择。目前仅对部分用户开放,但未来几周将向ChatGPT+用户开放。在发布时,将会有来自Expedia等公司的第三方插件,允许用户通过与聊天机器人的对话来计划和预订旅行,或者添加Wolfram Alpha的“超能力”,允许比目前可能的更复杂的计算和可视化。FiscalNote将提供其他插件,以支持来自法律、政治和监管机构的实时数据集,OpenTable用于预订餐厅和获得建议,Zapier允许用户与谷歌Sheets、Trello、Gmail、HubSpot和Salesforce等应用程序进行交互。Klarna,银行和支付服务也将在商店中提供。Klarna联合创始人兼首席执行官Sebastian Siemiatkowski表示,将这种功能添加到ChatGPT“通过了妈妈的测试”,因为任何人都可以理解并从中受益。OpenAI强调,他们正在缓慢推进,以确保这项技术的推广能够安全进行,并让他们能够研究这项技术的现实应用和影响。一旦ChatGPT用户在初始运行期间对它进行了测试,它将被推出给API用户,允许开发人员将插件集成到他们自己的产品中,或者为ChatGPT创建额外的插件。OpenAI本身将构建并托管两个插件。一种是网络浏览器,允许聊天机器人通过必应搜索API访问互联网。在一篇推广该插件的博客文章中,该公司举了一个搜索最新奥斯卡奖得主并将其显示出来的例子。这在以前是不可能的,因为最近的数据来自2021年中期的训练。“我们的浏览插件显示访问过的网站,并在ChatGPT的回复中引用其来源。这种增加的透明度有助于用户验证模型响应的准确性,也为内容创作者提供了信用。我们很欣赏这是一种与网络交互的新方法,并欢迎关于其他方法的反馈,以将流量带回源头,并增加生态系统的整体健康。”另一个支持openai的插件是一个代码解释器,它与Python一起工作,可以处理数据和图像文件的上传和下载。在显示工具运行的视频中,上传了一个数据文件,使用ChatGPT来解释文件,显示基于数据的可视化并提供信息分析。插件被描述为ChatGPT的眼睛和耳朵,为它提供当前信息和直接连接在线服务的能力。Wolfram Alpha的首席执行官Stephen Wolfram在一篇博客文章中说:“不能指望ChatGPT本身进行实际的非琐碎计算,或者系统地产生正确的数据。但是当它连接到Wolfram插件时,它可以做这些事情。微软研究院宣布,支持ChatGPT的大型语言模型的最新版本GPT-4显示出普遍智能的早期迹象。OpenAI的目标是创建AGI(人工通用智能),该公司将其描述为“通常比人类更聪明的人工智能系统”。在一篇关于GPT-4影响的论文中,研究团队写道:“我们证明,除了对语言的掌握,GPT-4还可以解决横跨数学、编码、视觉、医学、法律、心理学等领域的新奇而困难的任务,而不需要任何特殊的提示。”
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