mneme-core

Python core for mneme: vault-native memory for Claude Code, also usable from Codex and any MCP client. mneme is Claude-Code-native by origin and client-neutral at the core.

This package provides:

FTS5 BM25 full-text indexer with language-aware normalization (Turkish casefold module included as utility).
RRF-ready retrieval pipeline at k=60, with FTS5 shipped and optional backends injectable by callers.
Graphiti bi-temporal knowledge graph adapter, gated by the full profile and local Neo4j.
Roadmap dense embedding adapter. The v1.0 standard profile reserves the runtime slot but does not ship packaged LEANN retrieval.
Background compression pipeline with 4-D rubric (Accuracy, Depth, Context, Continuity) and cost cap ledger.
Adaptive Context Layer: distill.shell_compress, distill.injection_dedup, distill.adaptive_topk, distill.compressed_format, and the mneme audit CLI.

Installation

pip install mneme-core

For development:

pip install -e ".[dev]"

Quality Gates

This package targets Python 3.11+ and passes ruff lint plus mypy --strict. Test coverage minimum is 80 percent for business logic.

License

Apache License 2.0. See LICENSE and NOTICE in the repository root.

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