dsh-kb-manager
Local knowledge base lifecycle manager with hybrid vector/BM25 search and async indexing for DeepSeek Harness.
Install
$ dsh plugin --profile web add .Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- 13 unified agent tools covering knowledge base creation, document import, hybrid search, inspection, and index rebuilding
- SQLite-native indexing utilizing sqlite-vec for KNN vector search and FTS5 for BM25 full-text retrieval without external server processes
- CJK-aware tokenization using native Intl.Segmenter for Chinese, Japanese, and Korean text
- Hybrid search pipeline combining vector search, BM25, RRF fusion, and explicit rerank state handling
- Async job processing system with progress polling, crash recovery, and cooperative cancellation
- Security-focused ingestion with local path whitelists and SSRF guards against private IP ranges and cloud metadata endpoints
- Web panel for managing knowledge bases, live job tracking, in-KB hybrid search, and two-step deletions
Useful For
- Providing long-term memory and document retrieval for DeepSeek Harness AI agents
- Managing project documentation, codebases, and local text corpora with citation tracing
- Running offline or private local knowledge retrieval without standing up external vector databases
Who It Fits
- DeepSeek Harness users requiring local, zero-external-service knowledge retrieval
- Developers building agent workflows with CJK and multi-format document search needs
Documented Limitations
- ONNX embedded model loading is structural in the initial release; requires mock or compatible external embedding provider
- PDF and DOCX document parsers are placeholders in the current MVP (markdown, txt, csv, json, and html are supported)
- Certain planned v1.1 tools (snapshots, export/import, multi-KB search) exist at service layer but are deferred from agent tool registration
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- xiaoshi7915/dsh-kb-manager
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 0b5af12 · 2026-09-04
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 2GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-02
- Last release
- No release detected
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