# RAG Full Text Ingestion from URLs

**Use case:** 

Minimal records for retrieval pipelines: URL, title and full text content per page. Clean article text sized for chunking and embedding.

## Input

```json
{
  "urls": [
    "https://en.wikipedia.org/wiki/Large_language_model",
    "https://en.wikipedia.org/wiki/Retrieval-augmented_generation"
  ],
  "urlsFromFile": "",
  "includeHtml": false,
  "concurrency": 8,
  "outputFields": [
    "url",
    "title",
    "textContent",
    "status",
    "byline",
    "publishedTime",
    "siteName",
    "wordCount",
    "readingTimeMinutes",
    "excerpt"
  ],
  "maxItems": 100
}
```

## Output

```json
{
  "url": {
    "label": "URL",
    "format": "link"
  },
  "status": {
    "label": "Status",
    "format": "text"
  },
  "title": {
    "label": "Title",
    "format": "text"
  },
  "byline": {
    "label": "Author",
    "format": "text"
  },
  "publishedTime": {
    "label": "Published",
    "format": "text"
  },
  "siteName": {
    "label": "Site",
    "format": "text"
  },
  "wordCount": {
    "label": "Words",
    "format": "number"
  },
  "readingTimeMinutes": {
    "label": "Read min",
    "format": "number"
  },
  "excerpt": {
    "label": "Excerpt",
    "format": "text"
  }
}
```

## About this Actor

This example demonstrates how to use [Article Extractor - Clean Text, Author, Date & Image](https://apify.com/scrapesage/article-extractor) with a specific input configuration. Visit the [Actor detail page](https://apify.com/scrapesage/article-extractor) to learn more, explore other use cases, and run it yourself.


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This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/scrapesage/article-extractor.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).