dsh-notebook-knowledge-studio

In an era where privacy and offline capabilities are paramount, do you crave a local NotebookLM-style knowledge workstation? dsh-notebook-knowledge-studio is designed to eliminate remote dependencies and data security concerns. Running as a dual-layer plugin within DeepSeek Harness, it allows you to build a dedicated knowledge base locally, completely avoiding the risks of cloud storage.

With a workflow of "Notebook → Sources → Chat → Studio", the plugin offers powerful local processing capabilities. You can import local files, scrape web content, or perform searches, with the system automatically handling deduplication and refresh support. Its core Chat feature combines BM25 retrieval with LLM generation to provide precise answers with citation provenance, refusing to hallucinate; meanwhile, the Studio module enables the one-click generation of mind maps, study guides, quizzes, and even data tables, catering to diverse knowledge organization needs.

This is more than just a tool; it's a powerful asset for knowledge managers. Whether you are a student organizing study materials, a researcher building a paper database, or a developer maintaining technical docs, it provides a secure, efficient, and fully controllable knowledge creation environment through its local-first storage strategy and multimodal support.