Today, we're launching Parallel Extract, a new API in our Agent Tools bundle.
When given a URL, Extract fetches all content from that page and returns it in markdown, either in full detail or in a compressed form for better token efficiency.
parallel.ai/blog/introduci…
When given a URL, Extract fetches all content from that page and returns it in markdown, either in full detail or in a compressed form for better token efficiency.
parallel.ai/blog/introduci…
Extract is built on the same proprietary web index and retrieval infrastructure that powers our Search, Task, FindAll, and Monitor APIs.
This means reliable extraction from the most challenging sites— JavaScript-heavy pages, multi-page PDFs with images, and dynamic content that only loads client-side.
This means reliable extraction from the most challenging sites— JavaScript-heavy pages, multi-page PDFs with images, and dynamic content that only loads client-side.
How customers have been using Extract:
- Pull complete API docs and code examples
- Extract methodology from research papers
- Retrieve specific sections from 10-Ks and financial filings
- Get complete product details from ecom sites
- Pull complete API docs and code examples
- Extract methodology from research papers
- Retrieve specific sections from 10-Ks and financial filings
- Get complete product details from ecom sites
Extract pairs perfectly with Parallel Search:
1. Search discovers relevant pages with compressed excerpts
2. Extract retrieves full content for deeper analysis
Search & Extract is made seamless through the Parallel Search MCP server.
1. Search discovers relevant pages with compressed excerpts
2. Extract retrieves full content for deeper analysis
Search & Extract is made seamless through the Parallel Search MCP server.
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