tavily-extract

To extract clean markdown from a webpage URL, use a content extraction tool that fetches the specified URL and converts the page content into LLM-optimized markdown. This removes messy HTML formatting and returns structured text for downstream analysis.

Yes, you can extract content from JavaScript-rendered web pages by applying an advanced extraction depth. This ensures that dynamically loaded content is fully rendered and captured before the page text is converted into markdown or plain text.

Query-focused chunking in web scraping is a technique that retrieves only the text chunks relevant to a specific target topic. This reduces noise from irrelevant content and speeds up the extraction process for downstream analysis.

You can process up to 20 URLs in a single batch extraction call. This allows you to extract clean markdown or text from multiple web pages simultaneously while keeping the outputs structured for easy reuse.

Yes, tavily-extract requires the Tavily CLI to run because it uses the tvly dependency to perform the extraction operations. The CLI handles format options, extract depth, timeouts, and structured JSON output generation.