MarkTechPost@AI 2024年07月04日
Retrieve API by MultiOn AI Transforms Autonomous Web Information Retrieval with Real-Time Processing and Unparalleled Accuracy: Empowering Developers to Build Advanced Web Agents and Applications
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MultiOn AI发布了最新创新产品Retrieve API,这是一个自主网页信息提取API,旨在彻底改变开发者和企业提取和利用网络数据的方式。该API是对之前发布的Agent API的补充,为自主网页浏览和数据提取提供了一个全面的解决方案。

🚀 Retrieve API的开发源于Agent API发布后收到的反馈。开发者表达了对基于自然语言的网页理解和数据提取工具的需求,以增强代理在自主网页浏览中的能力。这种需求对于需要网页研究和结构化数据提取的用例来说变得越来越明显,这促使MultiOn创建了Retrieve API。

🔍 Retrieve API旨在实时主动抓取和解析网页,以无与伦比的准确性和速度获取结构化信息。与传统搜索引擎和API不同,Retrieve API动态处理网页,使其能够以高精度提取和理解信息。此功能使开发者能够创建完全自主的网页代理,能够以最少的编码工作量有效地浏览页面和抓取信息。

📊 MultiOn将Retrieve API与现有的基于LLM的数据提取API(如Firecrawl和Induced.AI)以及流行的开源库(如ScrapeGraph)进行了基准测试,以验证其性能。基准测试涉及测试50个来自不同类别的静态网站,包括电子商务、社交媒体、新闻、食品、旅游、金融、科技和信息。评估指标重点关注检索数据的准确性和完整性,Retrieve API在精确度和召回率方面优于竞争对手。

🤖 Retrieve API的实现非常简单,允许开发者快速将其功能集成到他们的应用程序中。MultiOn提供了详细的代码示例和全面的烹饪手册来帮助用户入门。该过程包括安装MultiOn包,使用API密钥初始化客户端,并使用简单的命令从网页抓取和检索数据。Retrieve API支持高级功能,如JavaScript渲染和并行抓取,使其成为满足各种网页数据提取需求的通用工具。

MultiOn AI has recently announced the release of its latest innovation, the Retrieve API, an autonomous web information retrieval API designed to revolutionize how developers and businesses extract and utilize web data. This groundbreaking API complements the previously launched Agent API, offering a comprehensive solution for autonomous web browsing and data extraction.

The development of the Retrieve API stemmed from feedback received after the launch of the Agent API. Developers expressed the need for a natural language-based web understanding and data extraction tool to enhance the agent’s capabilities in autonomous web browsing. This necessity became increasingly evident for use cases requiring web research and structured data extraction, leading MultiOn to create the Retrieve API.

The Retrieve API is designed to actively crawl and parse web pages in real-time, fetching structured information with unparalleled accuracy and speed. Unlike traditional search engines and APIs, the Retrieve API processes web pages dynamically, allowing it to extract and understand information with high precision. This functionality enables developers to create fully autonomous web agents capable of navigating pages and scraping information efficiently with minimal coding effort.

Several use cases illustrate the practical applications of the Retrieve API. For instance, a startup developing an AI-powered personal shopping assistant can utilize the Retrieve API to scan e-commerce sites, compare prices, and gather product reviews, providing users personalized recommendations. Similarly, a company creating an automated lead generation tool might use the API to crawl company websites, social media profiles, and business directories, compiling detailed prospect lists for sales teams. Additionally, a content creation startup can leverage the API to gather trending topics, relevant statistics, and reputable sources, aiding in generating data-driven articles and reports.

MultiOn benchmarked the Retrieve API against existing LLM-based data extraction APIs such as Firecrawl and Induced.AI and popular open-source libraries like ScrapeGraph to validate its performance. The benchmarks involved testing 50 static websites across various categories, including e-commerce, social media, news, food, travel, finance, technology, and information. The evaluation metrics focused on the retrieved data’s accuracy and completeness, with the Retrieve API outperforming competitors in precision and recall.

The API’s implementation is straightforward, allowing developers to integrate its capabilities into their applications quickly. MultiOn provides detailed code examples and a comprehensive cookbook to help users get started. The process involves installing the MultiOn package, initializing the client with an API key, and using simple commands to scrape and retrieve data from web pages. The Retrieve API supports advanced features such as JavaScript rendering and parallel scraping, making it a versatile tool for various web data extraction needs.

In conclusion, MultiOn AI’s introduction of the Retrieve API addresses the growing demand for efficient and accurate web data extraction. The API empowers developers to build sophisticated web agents and applications that seamlessly navigate and scrape information. This innovative API stands out for its real-time processing capabilities, ease of use, and superior performance, positioning MultiOn as a leader in autonomous web browsing and data extraction.

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Retrieve API MultiOn AI 网页信息提取 自主网页浏览 数据提取
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