Install
$ dsh plugin --profile web add dsh-kb-ragPlugin 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
- Local hybrid retrieval combining BM25 keyword matching with BAAI/bge embeddings and RRF fusion
- Cross-encoder reranking with BAAI/bge-reranker-base to deliver top passage-level evidence
- Exact provenance reporting with section titles, physical PDF page anchors, and clickable DOIs
- Direct Zotero library migration and synchronization including PDF attachments
- In-text citation parsing and superscript reference resolution mapped against indexed library works
- Asynchronous background ingestion for large document batches with progress polling
- SHA-256 incremental hashing to skip unchanged files during re-indexing
Useful For
- Academic research literature discovery and precise evidence retrieval within DeepSeek Harness
- Verifying citations and locating specific experimental methods or results directly to PDF pages
- Synchronizing and questioning personal Zotero reference libraries locally without cloud uploads
Who It Fits
- Researchers and academic scholars managing PDF and Zotero libraries
- Engineers and developers conducting literature reviews and technical reference lookups in DSH
Documented Limitations
- Does not perform OCR on scanned PDFs lacking a text layer
- Initial query experiences loading latency while downloading and loading local BGE models into memory
- Figure captions are indexed as plain text rather than parsed visual images
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.
package.json declares 0 runtime, 0 development, 0 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- Breeze136/dsh-kb-rag
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- 56d34e0 · 2026-10-08
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
- 14GitHub stars
- Forks
- 4
- Open issues
- 3
- Last commit
- 2026-09-23
- Last release
- 2026-09-14
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