dsh-context-milvus
Semantic code search and AST indexing plugin for DeepSeek Harness backed by Milvus vector database.
Install
$ dsh plugin --profile web add dsh-context-milvusPlugin 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
- Registers search_code, index_code, and index_status tools directly into DSH agents
- AST code chunking across 10 programming languages using Tree-sitter with regex fallback
- Hybrid search combining Milvus vector semantic retrieval with BM25 keyword matching via RRF fusion
- Incremental indexing using SHA-256 Merkle hash tracking to process only changed files
- Three-tier gitignore-style pattern matching to exclude irrelevant build artifacts and directories
- Workspace isolation based on repository path hashes
- Configurable via Cordis patch files, environment variables, or DSH Web UI
Useful For
- Replacing crude grep searches with semantic code retrieval in large repositories
- Providing high-precision code snippets to DSH coding agents while minimizing token usage
- Maintaining up-to-date repository vector indexes through incremental code synchronization
Who It Fits
- Developers using DeepSeek Harness for software engineering tasks in medium-to-large codebases
- Engineers running self-hosted Milvus or Zilliz Cloud vector databases for code intelligence
Documented Limitations
- Requires external Milvus or Zilliz Cloud instance and an embedding API endpoint (e.g. Ollama or OpenAI)
- TypeScript and JavaScript parsing do not have regex fallback and will be skipped if Tree-sitter parsing fails
- Requires DSH v0.6+ runtime environment
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
- bobjia/dsh-context-milvus
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- f580432 · 2026-09-21
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
- 3GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-20
- Last release
- No release detected
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