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$ dsh plugin --profile web add [email protected]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
- Hybrid retrieval combining BM25 keyword search, bge-small vector cosine similarity, and bge-reranker reranking
- Section-aware document chunking with weighted abstracts and methods for PDF, TXT, MD, and DOCX files
- Passage-level provenance including physical page numbers, DOI links, and in-library Zotero reference cross-referencing
- Local background ingestion pipeline with deduplication, SHA-256 skip checks, and async job polling
- Interactive and self-contained HTML answer generation across 10 structured presentation templates
Useful For
- Querying academic paper libraries directly from DeepSeek Harness with exact page and section citations
- Syncing and querying local Zotero collections and attached PDF papers
- Offline, privacy-preserving technical documentation search without cloud API data leakage
Who It Fits
- Academic researchers and students managing large PDF literature collections
- DeepSeek Harness users requiring private, local document RAG capabilities
- Knowledge workers seeking direct passage-to-source attribution for research synthesis
Documented Limitations
- Scanned PDFs lacking an embedded text layer are skipped; OCR is not supported
- Cross-language retrieval is limited at the engine level because queries are not automatically translated internally
- Downloads approximately 1.2 GB of local embedding and reranking models on first use and requires Python dependencies
- Page-level navigation is limited to PDF files; TXT, MD, and DOCX support only section-level references
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
- 3a0b7e7 · 2026-10-21
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
- 15GitHub stars
- Forks
- 5
- Open issues
- 4
- Last commit
- 2026-10-21
- Last release
- 2026-10-21
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