Development advantages of modular design
The technology stack based on Node.js+React gives Open Researcher enterprise-level scalability. Its architecture adopts a clear modular design: the crawling engine, AI adaptation layer, and UI components are independent of each other, and developers can freely replace individual modules without affecting the overall system. For example, users can access open source models such as Llama3 or integrate Serper API to replace Firecrawl. detailed API interface documentation and extension cases are provided in the project repository.
Community contribution data shows that developers have implemented PDF parsing plug-ins , local knowledge base integration and other 57 extensions. The tool supports flexible switching of service providers through the .env configuration file, which is designed to make it suitable for both rapid deployment of individual researchers, but also to meet the needs of enterprise custom development. For technical decisions, the team specifically chose the MIT open source protocol to minimize commercial application limitations. Typical cases include a university lab transforming it into a professional literature analysis platform with a new SCI paper screener function.
This answer comes from the articleOpen Researcher: an AI research assistant that analyzes web content in real timeThe
