# Search, extract, and research with Sofya

> A new SofyaTools toolkit gives agents search, extraction, and research in one place, so they can find sources, pull content, and dig into a topic through a single integration.

- Published: 2026-07-03
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/search-extract-and-research-with-sofya
- Markdown: https://agno-com-nine.vercel.app/articles/search-extract-and-research-with-sofya.md

A new `SofyaTools` toolkit gives agents search, extraction, and research in one place, so they can find sources, pull content, and dig into a topic through a single integration.

See the [Sofya docs](https://docs.agno.com/tools/toolkits/search/sofya) for more or check out the [cookbook](https://github.com/agno-agi/agno/blob/main/cookbook/91_tools/sofya_tools.py) for a working example.