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嗨，HN，我们即将推出 Phind 3（[https://www.phind.com](https://www.phind.com)），这是一款 AI 问答引擎，能够即时构建一个完整的迷你应用，以互动的方式回答和可视化您的问题。Phind 迷你应用呈现为一个美观的互动网页，包含图像、图表、图示、地图和其他小部件。Phind 3 不仅以更美观的方式呈现信息；与这些小部件的互动会动态更新页面内容，并启用之前无法实现的新功能。例如，向 Phind 询问“下东区一居室公寓的选择”（[https://www.phind.com/search/find-me-options-for-a-72e019ce-9524-4611-82d8-9f556d30cac2](https://www.phind.com/search/find-me-options-for-a-72e019ce-9524-4611-82d8-9f556d30cac2)）会提供一个互动的找房体验，配有可自定义的筛选器和地图视图。而询问“骨肉鸡腿的食谱”则会给出一个可自定义的食谱，您可以实时更改调味料、烹饪方法和其他参数，食谱内容会随之更新（[https://www.phind.com/search/make-me-an-recipe-for-7c30ea6c-7395-41b7-ad75-7b6a5a3981f9](https://www.phind.com/search/make-me-an-recipe-for-7c30ea6c-7395-41b7-ad75-7b6a5a3981f9)）。与使用预构建的脆弱小部件的 Phind 2 和 ChatGPT 应用不同，这些小部件无法真正适应您的任务，Phind 3 能够实时为自己创建工具和小部件。我们在之前的发布中深刻体会到了这一教训——预构建的小部件使答案更美观，但并没有从根本上启用新功能。例如，询问“给我提供从 JFK 到 SEA 的往返航班选项，时间为 12 月 1 日至 5 日，包含里程和现金”（[https://www.phind.com/search/give-me-round-trip-flight-c0ebe523-5ded-4038-9f68-4c6653871614](https://www.phind.com/search/give-me-round-trip-flight-c0ebe523-5ded-4038-9f68-4c6653871614)）是 Phind 2 和 ChatGPT 应用都无法处理的，因为其 Expedia 小部件只能显示现金票价，而无法显示积分票价。我们意识到 Phind 需要能够实时创建和使用自己设计的工具和架构。Phind 3 设计和创建完全自定义小部件的能力意味着它能够回答这些问题，而其他工具则无法做到。Phind 3 现在生成原始的 React 代码，并能够创建任何工具，以利用其底层的 AI 答案、搜索和代码执行能力。基于我们帮助开发者解决复杂技术问题的历史，Phind 3 能够以前所未有的方式回答和可视化开发者的问题。例如，询问“可视化快速排序”（[https://www.phind.com/search/make-me-a-beautiful-visualization-ee7a7f4a-0606-4250-bdfc-08be51c76e1a](https://www.phind.com/search/make-me-a-beautiful-visualization-ee7a7f4a-0606-4250-bdfc-08be51c76e1a)）会提供一个互动的逐步演示，展示算法的工作原理。 Phind 3 可以在几秒钟内帮助可视化并实现您的想法——您可以要求它“制作一个 3D Minecraft 模拟”（[https://www.phind.com/search/make-me-a-3d-minecraft-fde7033f-8846-446c-9e27-6c50c19358b3](https://www.phind.com/search/make-me-a-3d-minecraft-fde7033f-8846-446c-9e27-6c50c19358b3)）或“制作一个 3D 过山车模拟”（[https://www.phind.com/search/make-me-a-3d-roller-472647fc-e475-4e11-80d6-2c0c1a951995](https://www.phind.com/search/make-me-a-3d-roller-472647fc-e475-4e11-80d6-2c0c1a951995)）。我们推出 Phind 3 的目标是开启按需软件的新时代。您不应该在文本基础的 AI 对话和未为您定制的预构建网页之间妥协。通过 Phind 3，我们为您创建一个“个人互联网”，将互联网的可视化和互动性与 AI 的定制化相结合。我们认为当前的 AI “聊天”时代类似于计算机的文本界面时代。1984 年，Mac 引入图形用户界面（GUI）不仅使计算机输出更美观——它开启了一个全新的互动和可能性时代。我们希望现在通过 AI 实现这一目标。在技术层面上，我们特别兴奋于： - Phind 3 能够使用自定义架构创建自己的工具并进行使用 - 在代理搜索方面的显著改进，以及新的深度研究模式，以获取难以访问的信息 - 全新的自定义 Phind 模型，兼顾速度和质量。新的 Phind Fast 模型基于 GLM-4.5-Air，而新的 Phind Large 模型基于 GLM 4.6。这两个模型在可靠的代码生成方面都是最先进的，在我们的内部迷你应用生成基准测试中，产生的错误比 GPT-5.1-Codex（高）少超过 70%。此外，我们为 Phind Fast 和 Phind Large 训练了自定义的 Eagle3 头，以实现快速推理。Phind Fast 的运行速度可达每秒 300 个标记，而 Phind Large 的运行速度可达每秒 200 个标记，使它们成为迄今为止最快的 Phind 模型。虽然我们之前为 Phind 的早期版本做过 Show HN，但实际上我们从未为 Phind 做过正式的 Launch HN。和往常一样，我们迫不及待想听到您的反馈！我们也在招聘，所以请随时与我们联系。 – Michael

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Hi HN,We are launching Phind 3 (<a href="https://www.phind.com">https://www.phind.com</a>), an AI answer engine that instantly builds a complete mini-app to answer and visualize your questions in an interactive way. A Phind mini-app appears as a beautiful, interactive webpage — with images, charts, diagrams, maps, and other widgets. Phind 3 doesn’t just present information more beautifully; interacting with these widgets dynamically updates the content on the page and enables new functionality that wasn’t possible before.For example, asking Phind for “options for a one-bedroom apartment in the Lower East Side” (<a href="https://www.phind.com/search/find-me-options-for-a-72e019ce-9524-4611-82d8-9f556d30cac2">https://www.phind.com/search/find-me-options-for-a-72e019ce-...</a>) gives an interactive apartment-finding experience with customizable filters and a map view. And asking for a “recipe for bone-in chicken thighs” gives you a customizable recipe where changing the seasoning, cooking method, and other parameters will update the recipe content itself in real-time (<a href="https://www.phind.com/search/make-me-an-recipe-for-7c30ea6c-7395-41b7-ad75-7b6a5a3981f9">https://www.phind.com/search/make-me-an-recipe-for-7c30ea6c-...</a>).Unlike Phind 2 and ChatGPT apps, which use pre-built brittle widgets that can’t truly adapt to your task, Phind 3 is able to create tools and widgets for itself in real-time. We learned this lesson the hard way with our previous launch – the pre-built widgets made the answers much prettier, but they didn’t fundamentally enable new functionality. For example, asking for “Give me round-trip flight options from JFK to SEA on Delta from December 1st-5th in both miles and cash” (<a href="https://www.phind.com/search/give-me-round-trip-flight-c0ebe523-5ded-4038-9f68-4c6653871614">https://www.phind.com/search/give-me-round-trip-flight-c0ebe...</a>) is not something that neither Phind 2 nor ChatGPT apps can handle, because its Expedia widget can only display cash fares and not those with points. We realized that Phind needs to be able to create and consume its own tools, with schema it designs, all in real time. Phind 3’s ability to design and create fully custom widgets in real-time means that it can answer these questions while these other tools can’t. Phind 3 now generates raw React code and is able to create any tool to harness its underlying AI answer, search, and code execution capabilities.Building on our history of helping developers solve complex technical questions, Phind 3 is able to answer and visualize developers’ questions like never before. For example, asking to “visualize quicksort” (<a href="https://www.phind.com/search/make-me-a-beautiful-visualization-ee7a7f4a-0606-4250-bdfc-08be51c76e1a">https://www.phind.com/search/make-me-a-beautiful-visualizati...</a>) gives an interactive step-by-step walkthrough of how the algorithm works.Phind 3 can help visualize and bring your ideas to life in seconds — you can ask it to “make me a 3D Minecraft simulation” (<a href="https://www.phind.com/search/make-me-a-3d-minecraft-fde7033f-8846-446c-9e27-6c50c19358b3">https://www.phind.com/search/make-me-a-3d-minecraft-fde7033f...</a>) or “make me a 3D roller coaster simulation” (<a href="https://www.phind.com/search/make-me-a-3d-roller-472647fc-e475-4e11-80d6-2c0c1a951995">https://www.phind.com/search/make-me-a-3d-roller-472647fc-e4...</a>).Our goal with Phind 3 is to usher in the era of on-demand software. You shouldn’t have to compromise by either settling for text-based AI conversations or using pre-built webpages that weren’t customized for you. With Phind 3, we create a “personal internet” for you with the visualization and interactivity of the internet combined with the customization possible with AI. We think that this current “chat” era of AI is akin to the era of text-only interfaces in computers. The Mac ushering in the GUI in 1984 didn’t just make computer outputs prettier — it ushered in a whole new era of interactivity and possibilities. We aim to do that now with AI.On a technical level, we are particularly excited about:- Phind 3’s ability to create its own tools with its own custom schema and then consume them- Significant improvements in agentic searching and a new deep research mode to surface hard-to-access information- All-new custom Phind models that blend speed and quality. The new Phind Fast model is based on GLM-4.5-Air while the new Phind Large model is based on GLM 4.6. Both models are state-of-the-art when it comes to reliable code generation, producing over 70% fewer errors than GPT-5.1-Codex (high) on our internal mini-app generation benchmark. Furthermore, we trained custom Eagle3 heads for both Phind Fast and Phind Large for fast inference. Phind Fast runs at up to 300 tokens per second, and Phind Large runs at up to 200 tokens per second, making them the fastest Phind models ever.While we have done Show HNs before for previous Phind versions, we’ve never actually done a proper Launch HN for Phind. As always, we can’t wait to hear your feedback! We are also hiring, so please don’t hesitate to reach out.– Michael

启动 HN：Phind 3（YC S22）——每个答案都是一个迷你应用程序