dsh-context-milvus
Semantic code search and codebase intelligence plugin for DeepSeek Harness powered by Milvus.
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
- Tree-sitter AST-aware chunking across 10+ programming languages with context overlap
- Hybrid retrieval combining BM25 keyword matching and vector semantic search with RRF fusion
- Incremental indexing powered by local Merkle SHA-256 state tracking
- Code relationship and call chain tracing (find_callers and trace_call_chain) with cross-file import resolution
- ADR (Architecture Decision Record) memory indexing, semantic search, and constraint management
- Deferred background indexing and standalone CLI tool for large workspace processing
Useful For
- Replacing repetitive grep and file reads with precise semantic code snippet retrieval
- Tracing callers and impact analysis across complex multi-file codebases before refactoring
- Tracking and enforcing architectural decision records directly within the coding agent workflow
- Optimizing agent context windows and token usage on medium-to-large software repositories
Who It Fits
- Software engineers using DeepSeek Harness for code refactoring and navigation
- Teams working with large multi-language codebases needing local or hosted semantic search
- Developers looking to ground DSH agents with codebase architecture and decision history
Documented Limitations
- Requires an external embedding provider (e.g., Ollama or OpenAI-compatible endpoint) and a running Milvus/Zilliz instance
- Requires DeepSeek Harness runtime version >= 0.2.0-rc.1
- TypeScript, JavaScript, and Kotlin parsing do not have regex fallbacks if tree-sitter AST parsing fails
- Sharing a single Milvus collection across distinct local machines with different file paths can cause path mismatch and duplicate entries
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, 5 development, 0 peer, and 0 optional dependencies.
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
- bobjia/dsh-context-milvus
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- e41d455 · 2026-09-30
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
- 2026-09-29
- Last release
- No release detected
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