Release v0.8.0 · VectorDB-NTU/RaBitQ-Library

What's Changed

feat(core): portable seeded rotations and a frozen fast-mode scale table by @TamimEhsan in #199
feat(clustering): add optional k-means sampling and assignment of new vectors by @gouyt13 in #202
feat(index): train centroids inside IVF and HNSW indexes by @gouyt13 in #203
feat(python): train, set_centroids and add for IvfIndex and HnswIndex by @gouyt13 in #204
feat(python): train, add and search for SymqgIndex by @gouyt13 in #205

fix: preserve exception state and scalar quantization precision by @gouyt13 in #174
fix(ci): select compatible Windows runtimes and clean platform checks by @gouyt13 in #178
fix: preserve state when copy assignment allocation fails by @gouyt13 in #179
fix: align diverged edge cases in FHT, HNSW, xy encoding and PiPNN by @gouyt13 in #185
fix(index): replace saved index files atomically by @gouyt13 in #189
fix: bound IVF initializers, QG degree sums, HNSW capacity errors and ISA helper linkage by @gouyt13 in #192
fix(hnsw): keep per-ISA search builds from sharing generic code by @gouyt13 in #194
fix: reject non-finite input, isolate FastScan estimator helpers, and harden release gates by @gouyt13 in #195
fix: harden IVF file handling, filtered test runs, and formatter scripts from the audit by @gouyt13 in #196
fix: validate advanced encoder preconditions and bound HNSW prefetch look-ahead by @gouyt13 in #197
fix(hnsw): clamp ef to the stored point count and validate cluster lookups by @gouyt13 in #198

perf: faster LUT and query preparation, QGKMeans cache and visited set by @gouyt13 in #188

docs: add pg_pinecone to the RaBitQ ecosystem list by @thtmnisamnstr in #172
docs: align documentation with the code and lead benchmark pages with results by @gouyt13 in #200

ci: consolidate wheel runners and deduplicate PR typing checks by @gouyt13 in #176
ci: cache compilations and trim redundant CI and test work by @gouyt13 in #184

refactor(index): align naming and clarify HNSW internals by @gouyt13 in #173
refactor: simplify core and utils and remove unused Array by @gouyt13 in #175
refactor: share binding helpers and clarify QG preparation by @gouyt13 in #177
refactor: align numerical naming and documentation by @gouyt13 in #180
refactor: share scoring helpers and remove redundant state by @gouyt13 in #181
test: strengthen startup oracles and reject empty selections by @gouyt13 in #182
refactor: remove dead code and redundant state in HNSW, IVF and dispatch by @gouyt13 in #186
refactor: share OpenMP, core, binding and HNSW construction helpers by @gouyt13 in #187
refactor: remove duplicated logic in HNSW, QG, PiPNN, IVF and shared helpers by @gouyt13 in #190
refactor(simd): share quantizer, reduction, rescale-search and dispatch boilerplate by @gouyt13 in #191
refactor: unify naming and style across the library by @gouyt13 in #193
refactor!: rename query factor accessors with the g_ prefix by @gouyt13 in #201
chore(release): prepare v0.8.0 by @gouyt13 in #206

Full Changelog: v0.7.2...v0.8.0