v0.0.1 — Initial Release
dsh-knowledge 的首个版本:一个面向 DeepSeek Harness(DSH)的独立开源 bundle 插件,提供 Cherry Studio 风格的知识库系统——知识库与分组管理、多来源文档导入、标题感知分块、混合检索与本地嵌入,开箱即用,License: MIT。
The first release of dsh-knowledge: a standalone, open-source bundle plugin for DeepSeek Harness (DSH) providing a Cherry Studio-style knowledge base — bases and groups management, multi-source document import, heading-aware chunking, hybrid retrieval with in-process local embeddings, ready to use out of the box. License: MIT.
主要能力 / Key features:
- 知识库与分组:创建/重命名/删除、分组侧栏导航、移动分组
Knowledge bases & groups: create / rename / delete, grouped sidebar, move-to-group - 文档导入:文本 / 文件上传(txt/md/csv/html/json/pdf/docx/pptx/xlsx/epub)/ URL / 整目录
Document import: text, file upload, URL, and whole directories - 标题感知分块,注入标题路径上下文
Heading-aware smart chunking with title-path context injection - 嵌入:OpenAI 兼容 / Ollama / 进程内本地模型(transformers.js,默认 Qwen3-Embedding-0.6B)/ 纯词面回退
Embeddings: OpenAI-compatible, Ollama, in-process local model (default Qwen3-Embedding-0.6B), or lexical-only fallback - 检索:BM25 + 向量混合(RRF)、MMR 多样性、可选 rerank
Retrieval: BM25 + vector hybrid (RRF), MMR diversity, optional rerank - 本地模型管理器(下载/取消/删除/重试 + 实时进度)
Local model manager with download / cancel / remove / retry and live progress - 管理面板与模型工具
Management panel and model-facing tools