> For the complete documentation index, see [llms.txt](https://developers.oxylabs.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developers.oxylabs.io/products/cn/web-scraper-api/solutions-for-ai-workflows.md).
# AI 工作流解决方案
[**Oxylabs 网页爬虫API**](https://oxylabs.io/products/scraper-api/web) 为各种 AI 工作流提供一体化数据采集管道：从处理外部数据采集、解锁和解析，到在单一平台内交付适合 AI 的输出。这消除了在使用 LLM 时构建和维护独立的爬取、代理和数据处理系统的需要。
依托快速适应的基础设施，该平台可动态调整以适配目标网站，确保在大规模场景下为 AI 训练、检索增强生成（RAG）及其他 AI 用例提供可靠的数据提取。
以下集成和指南展示了如何将 网页爬虫API 连接到流行的 AI 框架和工具：
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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.
## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on the current page URL with the `ask` query parameter:
```
GET https://developers.oxylabs.io/products/cn/web-scraper-api/solutions-for-ai-workflows.md?ask=
```
The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.