As a fully open source project on GitHub, Simba uses the MIT license agreement to open all the source code, including the front-end React components, back-end FastAPI services and the core document processing engine. This open architecture empowers enterprise-level users with in-depth customization capabilities: technical teams can modify the data model, adjust the retrieval algorithm or extend the docking system according to business needs.
The project maintainer provides comprehensive developer documentation and sample code, focusing on supporting the following customization scenarios: custom document parser development, private embedded model integration, and proprietary vector database adaptation. Enterprises can build proprietary versions based on the base version to meet GDPR and other compliance requirements, or develop special search modules to support industry terminology. The community contribution mechanism ensures continuous iteration of core functions, and an ecosystem of 23 derivative versions has been formed.
This answer comes from the articleSimba: Knowledge management system for organizing documents, seamlessly integrated into any RAG systemThe
