产品分类API [ SharpAPI ![SharpAPI logo](https://sharpapi.com/build/assets/resources/images/logo200-C65na0V3.png) ](https://sharpapi.com/zh) 打开主菜单 Products Solutions [ Resume Parsing API ](https://sharpapi.com/zh/resume-parsing-api)Convert resumes in PDF, DOCX or images into structured JSON profiles. [ Resume Job Match Score ](https://sharpapi.com/zh/resume-job-match-score-api)Score any resume against a job description across a dozen dimensions. [ Invoice Parsing API ](https://sharpapi.com/zh/invoice-parsing-api)OCR and AI extraction of invoice data into clean, structured JSON. [ Translation API ](https://sharpapi.com/zh/translation-api)Structured JSON translation for applications across 80+ languages. [ AI for HR Tech ](https://sharpapi.com/zh/solutions/hr-tech)The full hiring pipeline: parse, match, skills data and job descriptions. [ AI for E-commerce ](https://sharpapi.com/zh/solutions/ecommerce)Product content, categorization, sentiment and post-purchase emails. [ Skills Taxonomy API ](https://sharpapi.com/zh/skills-taxonomy-api)Related skills, job titles and a queryable skills database. [ 自定义工作流程 ](https://sharpapi.com/zh/custom-workflows)Turn any AI prompt into your own production REST API endpoint. API 目录 - [ 电子商务 ](https://sharpapi.com/zh/catalog/ai/e-commerce) - [ 内容与营销自动化 ](https://sharpapi.com/zh/catalog/ai/content-marketing-automation) - [ 人力资源技术 ](https://sharpapi.com/zh/catalog/ai/hr-tech) - [ 旅游、旅游业和酒店业 ](https://sharpapi.com/zh/catalog/ai/travel-tourism-hospitality) - [ 搜索引擎优化 ](https://sharpapi.com/zh/catalog/ai/seo) - [ 会计与金融 ](https://sharpapi.com/zh/catalog/ai/accounting-finance) - [ 实用程序 API ](https://sharpapi.com/zh/catalog/utility) [ Browse all APIs → ](https://sharpapi.com/zh/catalog) [ 定价 ](https://sharpapi.com/zh/pricing) [ 博客 ](https://sharpapi.com/zh/blog) [ 联系 ](https://sharpapi.com/zh#contact) [ GitHub ](https://github.com/sharpapi/ "GitHub") 简体中文 [ Deutsch ](https://sharpapi.com/de/catalog/ai/e-commerce/product-categorization) [ English ](https://sharpapi.com/en/catalog/ai/e-commerce/product-categorization) [ español ](https://sharpapi.com/es/catalog/ai/e-commerce/product-categorization) [ français ](https://sharpapi.com/fr/catalog/ai/e-commerce/product-categorization) [ العربية ](https://sharpapi.com/ar/catalog/ai/e-commerce/product-categorization) [ 简体中文 ](https://sharpapi.com/zh/catalog/ai/e-commerce/product-categorization) [ 登录 ](/dashboard) [ 注册 → ](/register) [ SharpAPI ![SharpAPI logo](https://sharpapi.com/build/assets/resources/images/logo200-C65na0V3.png) ](https://sharpapi.com/zh) 关闭菜单 Products Solutions [ Resume Parsing API ](https://sharpapi.com/zh/resume-parsing-api) [ Resume Job Match Score ](https://sharpapi.com/zh/resume-job-match-score-api) [ Invoice Parsing API ](https://sharpapi.com/zh/invoice-parsing-api) [ Translation API ](https://sharpapi.com/zh/translation-api) [ AI for HR Tech ](https://sharpapi.com/zh/solutions/hr-tech) [ AI for E-commerce ](https://sharpapi.com/zh/solutions/ecommerce) [ Skills Taxonomy API ](https://sharpapi.com/zh/skills-taxonomy-api) [ 自定义工作流程 ](https://sharpapi.com/zh/custom-workflows)API 目录 [ 电子商务 ](https://sharpapi.com/zh/catalog/ai/e-commerce) [ 内容与营销自动化 ](https://sharpapi.com/zh/catalog/ai/content-marketing-automation) [ 人力资源技术 ](https://sharpapi.com/zh/catalog/ai/hr-tech) [ 旅游、旅游业和酒店业 ](https://sharpapi.com/zh/catalog/ai/travel-tourism-hospitality) [ 搜索引擎优化 ](https://sharpapi.com/zh/catalog/ai/seo) [ 会计与金融 ](https://sharpapi.com/zh/catalog/ai/accounting-finance) [ 实用程序 API ](https://sharpapi.com/zh/catalog/utility) [ Browse all APIs → ](https://sharpapi.com/zh/catalog) [ 定价 ](https://sharpapi.com/zh/pricing) [ 博客 ](https://sharpapi.com/zh/blog) [ 联系 ](https://sharpapi.com/zh#contact) 简体中文 [ Deutsch ](https://sharpapi.com/de/catalog/ai/e-commerce/product-categorization) [ English ](https://sharpapi.com/en/catalog/ai/e-commerce/product-categorization) [ español ](https://sharpapi.com/es/catalog/ai/e-commerce/product-categorization) [ français ](https://sharpapi.com/fr/catalog/ai/e-commerce/product-categorization) [ العربية ](https://sharpapi.com/ar/catalog/ai/e-commerce/product-categorization) [ 简体中文 ](https://sharpapi.com/zh/catalog/ai/e-commerce/product-categorization) [ 注册 ](/register) [ 登录 ](/dashboard) 1. [ Home ](https://sharpapi.com/zh) 2. [API目录](https://sharpapi.com/zh/catalog) 3. [电子商务](https://sharpapi.com/zh/catalog/ai/e-commerce) 4. [产品分类](https://sharpapi.com/zh/catalog/ai/e-commerce/product-categorization) [ 电子商务 ](https://sharpapi.com/zh/catalog/ai/e-commerce) AI驱动的API 产品分类 ====== 为产品生成合适的类别及其相关性评分。 -------------------- 通过提供产品名称及其参数，该 API 返回相关类别及其权重，权重为从 1.0 到 10.0 的浮点值，其中 10 代表最高相关性。 该 API 对于构建电子商务平台、产品目录管理系统或批量产品处理工具的开发人员非常有用。它自动化产品分类，确保准确性和一致性。使用案例包括填充产品目录数据、增强产品搜索算法和改进库存管理系统。 您可以通过提供 `voice_tone` 参数来设置您偏好的写作风格。它可以是像 `funny` 或 `joyous` 这样的形容词，甚至可以是著名作家的名字。 在额外的可选参数 `context` 中，您可以提供其他类别的列表，这些类别将在映射过程中被考虑（例如您当前的电子商务类别）。 您可以通过 `max_quantity` 参数限制输出。 只有 `content` 参数是必需的。 [ See the full solution overview, live demo and integration guide » ](https://sharpapi.com/zh/solutions/ecommerce) ### Try it live — no signup needed Live demo Paste a short text and watch this API process it in real time. 网站 参数 Output language English Spanish German French Polish Italian Portuguese Dutch Chinese Japanese Arabic Max results Voice tone Extra context Run this API Processing… Load example ``` ``` That was a live API response. Get your own API key and 100,000 free trial words — no credit card required. [ 使用您自己的 API 密钥继续 ](https://sharpapi.com/register?from=ecommerce_product_categories) Try again Not ready yet? Get a monthly email with new endpoints, live demos and API automation recipes. Send me demos Double opt-in, unsubscribe anytime. ### AI 工作涉及两个关键步骤： 1. **提交AI任务：** 通过发送工作请求来启动流程。 2. **监控和接收结果：** 持续检查作业状态，并在成功完成后获取最终输出。 --- ### 相关SDK/库 - Laravel [ E-Commerce Product Categorization for Laravel ](https://github.com/sharpapi/laravel-ecommerce-product-categories) - Node.js [ Product Categorization for Node.js ](https://www.npmjs.com/package/@sharpapi/sharpapi-node-product-categories) - PHP [ Product Categorization for PHP 8 - AI-Powered E-commerce Classification ](https://github.com/sharpapi/php-ecommerce-product-categorization) --- ### 用 AI 编程助手实现 SDK 之外的另一种方式：将此提示词复制到 Claude Code、Cursor 或 Copilot。它包含智能体通过 HTTP 直接调用此接口所需的一切，包括认证、请求格式、任务轮询、速率限制和错误处理。 copied = false, 2000)" class="inline-flex shrink-0 items-center gap-1.5 rounded-lg bg-brand-600 px-3 py-2 text-sm font-semibold text-white hover:bg-brand-700"> 复制提示词 已复制！ 显示提示词 隐藏提示词 ``` # Implement the SharpAPI "Product Categorization" endpoint You are adding an integration with SharpAPI's Product Categorization API to this codebase. This brief is an alternative to the official SharpAPI SDKs (PHP/Laravel, JavaScript/Node, Python, Flutter, .NET): it describes everything needed to call the API directly over HTTP. If the project already uses a SharpAPI SDK, use the SDK instead. ## What it does By providing the product name and its parameters, this API returns related categories and their weights as float values ranging from 1.0 to 10.0, where 10 represents the highest relevance. This API is highly useful for developers building e-commerce platforms, product catalogue management systems, or bulk product processing tools. It automates the categorization of products, ensuring accuracy and consistency. Use cases include populating product catalogue data, enhancing product search algorithms, and improving inventory management systems. You can set your preferred writing style by providing a `voice_tone` parameter. It can be adjectives like `funny` or `joyous`, or even the name of a famous writer. Within an additional optional parameter `context`, you can provide a list of other categories that will be taken into consideration during the mapping process (for example your current e-commerce categories). You can limit the output with the `max_quantity` parameter. Only the `content` parameter is required. ## Authentication and base URL - Base URL: `https://sharpapi.com/api/v1` - Send `Authorization: Bearer `, `Accept: application/json` and a `User-Agent` that names your app on every request. - Read the API key from configuration or an environment variable (for example `SHARPAPI_API_KEY`). Never hard-code or commit it. The key is in the SharpAPI dashboard: https://sharpapi.com/dashboard ## Endpoints ### `POST https://sharpapi.com/api/v1/ecommerce/product_categories` Product Categories Request body: `application/json` - `content` (string), e.g. `Razer Blade 16 Gaming Laptop: NVIDIA GeForce RTX 4090-13th Gen Intel 24-Core i9...` - `language` (string), e.g. `English` Example: ```json { "content": "Razer Blade 16 Gaming Laptop: NVIDIA GeForce RTX 4090-13th Gen Intel 24-Core i9 HX CPU - 16\" Dual Mode Mini LED (4K UHD+ 120Hz & FHD+ 240Hz) - 32GB RAM - 2TB SSD - Compact GaN Charger - Windows 11", "language": "English" } ``` ### `GET https://sharpapi.com/api/v1/ecommerce/product_categories/job/status/{uuid}` Product Categories - Job Results - path parameter `uuid` (required), string, e.g. `"6d3fec8c-34f8-4071-a5ba-af14910b4d77"` ## Asynchronous job flow This is an asynchronous AI endpoint. Mirror the official SDK client: 1. POST the request. The API answers `202 Accepted` with `{"job_id": "...", "status_url": "..."}` (the `Location` header holds the same URL). 2. GET `status_url` with the same headers. While `data.attributes.status` is `new` or `pending`, wait the number of seconds in the `Retry-After` header (10 seconds if it is missing) and poll again. 3. Stop when the status is `success` or `failed`. The result is in `data.attributes.result`, already decoded as JSON. 4. A `failed` job is a normal response, not an HTTP error: report it to the caller as a failure. 5. Give up after 180 seconds of polling in total and surface a timeout error. Run the whole flow in a background job or queue, never inside a web request. SharpAPI can also call your own webhook when a job finishes (Dashboard → Webhooks), which avoids polling. ## Successful job result ```json { "data": { "id": "6d3fec8c-34f8-4071-a5ba-af14910b4d77", "type": "api_job_result", "attributes": { "type": "ecommerce_product_categories", "result": [ { "name": "Gaming Laptops", "weight": 10 }, { "name": "Razer Laptops", "weight": 10 }, { "name": "High-Performance Laptops", "weight": 9.5 } ], "status": "success" } } } ``` ## Errors to handle - `401` 401 Unauthorized: "Unauthorized" - `402` 402 Payment Required: "You have exceeded your monthly words quota [1694]. Please login to the dashboard and increase number of credits." - `404` 404 Not Found: "Resource Not Found" - `422` 422 Unprocessable Content: "The content field is required." - `429` 429 Too Many Requests: "Too Many Attempts." - `500` 500 Internal Server Error: "Server Error" - `503` 503 Service Unavailable: "Service Unavailable" - `429`: rate limited. Wait the `Retry-After` seconds and retry, at most 3 times. - `402`: the word quota is used up. Do not retry; tell the user to add credits or upgrade. - `5xx`: retry later with backoff. ## Implementation rules - Wrap the calls in one small client or service with a typed method for this endpoint, and map the result to a typed object or DTO. - Track `X-RateLimit-Limit` and `X-RateLimit-Remaining`. When the remaining count drops to 3 or below, slow down (double the polling interval). - `GET https://sharpapi.com/api/v1/ping` checks connectivity and `GET https://sharpapi.com/api/v1/quota` returns the remaining words: use them for a health check. - Write tests with the HTTP layer mocked: success, `pending` then `success`, `failed` job, `422` validation error, `429` retry, and a missing API key. - Full API reference: https://sharpapi.com/documentation ``` ![产品分类](https://sharpapi.com/storage/243/conversions/E-commerce---Product-Categorization-%28AI%29-full_size.jpg) [ 查看API详情文档 查看API详情文档 ](https://documenter.getpostman.com/view/31106842/2s9Ye8faUp#864d0662-6834-493c-8b4d-9e444c9feb8f) [ ![SharpAPI SOC 2 Type II](https://sharpapi.com/build/assets/resources/images/a2zweb-soc2-Cb6pM2no.png) ](https://trust.a2zweb.co/) SharpAPI 现在 符合 SOC 2 Type II 标准. 您可以查看我们的详细信息 [ 信任中心门户。 ](https://trust.a2zweb.co/) 您的数据是您的数据。了解我们如何保护它并遵守全球隐私标准 [ 数据处理和合规政策 ](https://sharpapi.com/zh/data-handling-and-compliance). 步骤 1. 提交 AI 工作请求 ---------------- 属性类型必须描述contentString是产品名称及其参数以生成类别。languageString否指定输出语言，默认为 `English`。max\_quantityNumber否要生成的产品类别的最大数量。voice\_toneString否首选写作风格参数。可以是形容词，如 `funny` 或 `joyous`，甚至是 `famous writer` 的名字。contextString否在映射过程中将被考虑的其他类别列表（例如，您当前的电子商务类别）--- **请求示例：** ``` { "content": "Razer Blade 16 游戏笔记本：NVIDIA GeForce RTX 4090-第13代英特尔测试24核i9 HX CPU - 16" 双模式Mini LED (4K UHD+ 120Hz & FHD+ 240Hz) - 32GB RAM - 2TB SSD - 紧凑型GaN充电器 - Windows 11", "language": "English", "max_quantity":100, "voice_tone": "neutral", "context":"Razer Laptops,Razer Gear" } ``` --- **响应示例：** ``` { "status_url": "https://sharpapi.com/api/v1/content/translate/job/status/5de4887a-0dfd-49b6-8edb-9280e468c210", "job_id": "5de4887a-0dfd-49b6-8edb-9280e468c210" } ``` --- 步骤 2. 监控并获取 AI 工作结果 ------------------- **端点：** `GET - v1/ecommerce/product_categories/job/status/:uuid` 用于检查请求的 API 工作进度的端点。 **结果示例：** ``` { "data": { "type": "api_job_result", "id": "6d3fec8c-34f8-4071-a5ba-af14910b4d77", "attributes": { "status": "success", "type": "ecommerce_product_categories", "result": [ { "name": "Gaming Laptops", "weight": 10 }, { "name": "Razer Laptops", "weight": 10 }, { "name": "High-Performance Laptops", "weight": 9.5 }, { "name": "Laptops", "weight": 9 }, { "name": "Razer Gear", "weight": 8.5 }, { "name": "Electronics", "weight": 8 }, { "name": "Computers & Accessories", "weight": 7.5 }, { "name": "PC Gaming", "weight": 7 }, { "name": "Portable Computers", "weight": 6.5 }, { "name": "Tech Gadgets", "weight": 6 } ] } } } ``` - 相关关键词： - [ 分类 ](https://sharpapi.com/zh/tag/fenlei) - [ 电子商务 ](https://sharpapi.com/zh/tag/dianzishangwu) ### 其他 电子商务 API - [ 自定义感谢电子邮件生成器 ](https://sharpapi.com/zh/catalog/ai/e-commerce/custom-thank-you-e-mail-generator) - [ 产品介绍生成器 ](https://sharpapi.com/zh/catalog/ai/e-commerce/product-intro-generator) - [ 产品评论情感检查器 ](https://sharpapi.com/zh/catalog/ai/e-commerce/product-review-sentiment-checker) - [ 产品描述生成器 ](https://sharpapi.com/zh/catalog/ai/e-commerce/product-description-generator) --- ### 加速与我们的官方集成 [SDK客户端包](https://github.com/sharpapi/): [ NodeJS SDK ](https://github.com/sharpapi/sharpapi-node-client) [ ](https://github.com/sharpapi/sharpapi-node-client) [ Python SDK ](https://github.com/sharpapi/sharpapi-python-client) [ ](https://github.com/sharpapi/sharpapi-python-client) [ PHP SDK ](https://github.com/orgs/sharpapi/repositories?q=php) [ ](https://github.com/orgs/sharpapi/repositories?q=php) [ Laravel SDK ](https://github.com/orgs/sharpapi/repositories?q=laravel) [ ](https://github.com/orgs/sharpapi/repositories?q=laravel) [ .NET SDK ](https://www.nuget.org/packages/SharpApi.Service) [ .NET ](https://www.nuget.org/packages/SharpApi.Service) [ Flutter SDK ](https://pub.dev/packages/sharpapi_flutter_client) [ ](https://pub.dev/packages/sharpapi_flutter_client) 探索我们的完整 [AI驱动的自动化工具包](https://sharpapi.com/zh/toolkit) --- [ ![当 Laravel/PHP 电子商务应用遇到 AI](https://sharpapi.com/storage/9/conversions/sharpapi-github-php-bg-preview.jpg) ](https://sharpapi.com/zh/blog/post/when-laravel-php-e-commerce-app-meets-ai-unleashing-the-power-of-sharpapi-in-10-use-cases) Jan 1, 2024 [ #人工智能 ](https://sharpapi.com/zh/blog/tag/rengongzhineng) [ #简历解析 ](https://sharpapi.com/zh/blog/tag/jianlijiexi) [ #AI 简历解析器 ](https://sharpapi.com/zh/blog/tag/ai) ### [ 当 Laravel/PHP 电子商务应用遇到 AI ](https://sharpapi.com/zh/blog/post/when-laravel-php-e-commerce-app-meets-ai-unleashing-the-power-of-sharpapi-in-10-use-cases) 嘿，Laravel 爱好者们！在不断发展的电子商务领域，将 AI 集成到您的 Laravel 应用程序中不仅是一种奢侈，而是必需品。使用 SharpAPI 的 Laravel 包，现在比以往任何时候都更容易。在这篇博客中，我将引导您通过 10 个变革性用例，使用 SharpAPI 增强基于 Laravel 的电子商务应用程序。 [ ![SharpAPI 正在改变旅游技术的 10 种方式](https://sharpapi.com/storage/1147/conversions/travel-tech-small-preview.jpg) ](https://sharpapi.com/zh/blog/post/10-ways-ai-with-sharpapi-is-transforming-travel-tech) Nov 3, 2024 [ #人工智能 ](https://sharpapi.com/zh/blog/tag/rengongzhineng) [ #旅行API ](https://sharpapi.com/zh/blog/tag/api) [ #旅行 ](https://sharpapi.com/zh/blog/tag/lvxing) ### [ SharpAPI 正在改变旅游技术的 10 种方式 ](https://sharpapi.com/zh/blog/post/10-ways-ai-with-sharpapi-is-transforming-travel-tech) 在一个时区转换比你吃完机上免费小吃还快的行业中，AI已成为塑造旅行各个角落的无声副驾驶。想象一下自动生成行程邮件、分类独特住宿或即时翻译旅游描述——所有这些都在你专注于提供难忘体验的同时完成。SharpAPI将这一愿景变为现实，提供了一套AI驱动的工具，不仅简化了操作，还为客户互动增添了额外的火花，使旅行更加顺畅、智能且无疑更令人兴奋。 [ ![SharpAPI 介绍视频](https://sharpapi.com/storage/1248/conversions/logo500-square-white-preview.jpg) ](https://sharpapi.com/zh/blog/post/sharpapi-introduction-video) Feb 2, 2024 [ #人力资源技术 ](https://sharpapi.com/zh/blog/tag/renliziyuanjishu) [ #旅行 ](https://sharpapi.com/zh/blog/tag/lvxing) [ #搜索引擎优化 ](https://sharpapi.com/zh/blog/tag/sousuoyinqingyouhua) ### [ SharpAPI 介绍视频 ](https://sharpapi.com/zh/blog/post/sharpapi-introduction-video) SharpAPI 是一个强大的 AI 驱动的 API，提供一系列工作流程自动化端点，帮助提高各行业的效率。它具有电子商务、内容和营销自动化、SEO、人力资源技术以及旅游和酒店业的功能。 [ ![利用人工智能提升在线互动](https://sharpapi.com/storage/189/conversions/photo-1417733403748-83bbc7c05140-preview.jpg) ](https://sharpapi.com/zh/blog/post/leveraging-ai-for-enhanced-online-engagement-transforming-e-commerce-content-marketing-hr-tech-and-travel-industries) Jul 18, 2024 [ #人工智能 ](https://sharpapi.com/zh/blog/tag/rengongzhineng) [ #API ](https://sharpapi.com/zh/blog/tag/api) [ #旅行API ](https://sharpapi.com/zh/blog/tag/api) ### [ 利用人工智能提升在线互动 ](https://sharpapi.com/zh/blog/post/leveraging-ai-for-enhanced-online-engagement-transforming-e-commerce-content-marketing-hr-tech-and-travel-industries) 让我们探讨如何利用人工智能为各个行业建立可扩展的在线参与解决方案，这些行业希望通过人工智能驱动的工作流自动化来提高效率和生产力。 ### 喜欢 SharpAPI？分享它并获得 30% 的永久性佣金。 您的客户已经需要人工智能。通过推荐最简单的添加方式来获得报酬。 [ 成为附属机构 ](https://sharpapi.com/zh/affiliate_program) [ 查看我们的联盟计划页面上的详细信息 ](https://sharpapi.com/zh/affiliate_program) Site footer ----------- [ ![SharpAPI](https://sharpapi.com/build/assets/resources/images/logo200-C65na0V3.png) ](https://sharpapi.com/zh) [SharpAPI](https://sharpapi.com/zh) — AI 工作流自动化 API. 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