Cognitive Kernel-Pro offers six core functional modules:
- web browserPlaywright controls the browser to perform clicks, inputs, and other actions, and supports dynamic access to real-time web information.
- Documents processingSupport for parsing PDF/Excel/Word format files to extract tabular data or generate structured reports.
- code execution: Automatically generate Python code and run it, for data analysis or task automation scenarios.
- modular design: Allows users to freely combine functional modules, such as invoking web browsing and file processing simultaneously to accomplish cross-platform tasks.
- Open Source Model Integration: Built-in models such as Qwen3-8B-CK-Pro outperform some closed-source systems in GAIA benchmarking.
- Security Sandbox: All code execution takes place in an isolated environment with support for Docker deployment and permission restrictions.
This answer comes from the articleCognitive Kernel-Pro: a framework for building open source deep research intelligencesThe