Releases: Redrum624/limbic
Releases · Redrum624/limbic
Release list
limbic 0.1.0
limbic v0.1.0
First feature-complete release. Not published to npm — the limbic name is
unclaimed; install from a checkout (see the README's Install section).
What it is
A local-first, emotion-aware, LLM-agnostic memory engine for TypeScript:
importance-weighted scoring, per-category forgetting curves, GIST
diversity-aware retrieval (arXiv:2405.18754) and LLM extraction — zero required
runtime dependencies, Node ≥ 20, dual ESM/CJS.
Highlights
createLimbic({ store, embedder, complete, weights, lambda, pool })
returningremember/extract/retrieve/decayPass/store.- Stores: zero-dependency
MemStoredefault;SqliteStorebehind the
optionalbetter-sqlite3peer, held to the same contract suite. - Embedders:
OllamaEmbedder(POST/api/embed), plusnode-llama-cpp
and transformers.js adapters loaded through dynamicimport()with an
install hint. No embedder means keyword-only scoring — the cosine channel is
MISSING, never0. - Diversity conformance: divsel's
golden-selection.json— 22 of 22
cases pass, none skipped, with exact numeric agreement (worst
tolerance-budget share 0), because the distance kernel reproduces divsel's
f3216-accumulator arithmetic viaMath.fround. - Scoring parity: the origin engine's
golden-scoring.json— base score,
final score and both ranking arrays at the fixture's own absolute1e-6,
clock pinned to the fixture'snow. - Both fixtures are sha256-pinned and re-hashed on every test run; provenance
intest/fixtures/PROVENANCE.md.
Notes on the port
lambdadefaults to 0.5 (the origin engine's default); divsel's own
default is1.0. The bundled bench shows the crossover between them on a
clustered corpus — limbic's default is the conservative one.- The origin engine's LLM extraction path returns
[]today due to a prompt
formatting bug it swallows; limbic substitutes the placeholder literally
instead. - Unknown extraction types are kept and mapped to
generalrather than
dropped.
Full details in
CHANGELOG.md.