Cognitive Kernel-Pro provides six core functions that cover the complete workflow of intelligent body development:
- web browser: Interactions such as clicking, typing, etc. are realized by controlling the browser (based on Playwright) to obtain real-time web page information.
- Documents processing: Supports parsing of PDF/Excel/Word and other formats to extract structured data such as text, tables, and so on.
- code execution: Automatically generate Python code and run it in a sandbox for automated tasks such as data analysis.
- Modular Architecture: Allow users to freely combine functional modules (e.g., new file parser) that are highly scalable.
- Open Source Model Integration: Built-in models such as Qwen3-8B-CK-Pro outperform some closed-source systems in GAIA benchmarking.
- Mission planning: Can automatically decompose complex tasks into sub-steps, e.g. searching for papers before extracting key information.
These features run through a secure sandbox environment to ensure system stability and data security.
This answer comes from the articleCognitive Kernel-Pro: a framework for building open source deep research intelligencesThe































