Local code knowledge graph for mneme: tree-sitter extraction, atomic GraphStore, confidence-labelled nodes.
Project description
mneme-graph
Local code knowledge graph for mneme. Extracts GraphNode/GraphEdge from Python
source files via tree-sitter. Derived and rebuildable — the ground truth is
always the source files; graph.json is a derived artifact.
Part of the mneme memory engine.
Scope (v1)
This package is deliberately small and honest about its limits.
- Python only. Extraction uses tree-sitter for Python source. TypeScript, JavaScript, Rust, and other languages are not yet supported.
callsresolution is heuristic. A call edge resolves to a local function/method by unqualified name within the same vault, withINFERREDconfidence. There is no cross-file binding or precise symbol resolution; a call with no local name match points at an<external>node (EXTRACTED).- Derived, never source of truth.
graph.jsonis rebuilt from source on everybuild; the source files remain the ground truth.
Deferred (not implemented yet)
- Community detection / clustering.
- Pull-request impact analysis.
- Entity canonicalization and a merge queue (to avoid ghost-duplicate nodes across renames and aliases).
- Multi-language extraction.
These are roadmap items, not present capabilities.
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