v0.4.0

What's Changed

• feat: increment build by @usamoi in #508
• test: fix flaky test in bvector.slt by @usamoi in #512
• fix: ivfflat options of pgvector compatibility by @usamoi in #514
• fix: fix elkan k means termination condition by @usamoi in #515
• ci: skip zomible process in crash test by @usamoi in #516
• fix: set immutable flag for vector util functions by @usamoi in #522
• feat: add util function fence_vector_index by @usamoi in #521
• feat: support distance pushdown by @cutecutecat in #510
• ci: lock version of sqllogictest-bin by @usamoi in #523
• fix: logger issues by @usamoi in #524
• chore: replace uuid with integer for segment id by @usamoi in #525
• fix: parse_vector for f32s with a 48-char representation by @alexquick in #531
• fix: set fast math flags for c code by @usamoi in #532
• feat: quantization reranker by @usamoi in #530
• feat: support CLI by @kemingy in #529
• feat: kmeans1d by @usamoi in #533
• fix: resolve cli conflicts by @usamoi in #536
• feat: quantization, 1/2/4 bits by @usamoi in #534
• fix: quantization precision by @usamoi in #537
• fix: load ivf_residual files with IvfResidual by @usamoi in #541
• feat: support inverted index for sparse vector by @kemingy in #517
• chore: update rust toolchain to 2024/08/05 by @usamoi in #548
• feat: product quantization fast scan by @usamoi in #538
• feat: parallel k-means by @usamoi in #550
• feat: support rabitq for ivf by @kemingy in #535
• fix: add spherical_centroids & residual_quantization option to ivf by @usamoi in #551
• refactor: remove indexing on cosine similarity on backend by @usamoi in #555
• fix: rabitq by @usamoi in #556
• test: fix cos test by comparing shorter result list by @usamoi in #557
• chore: Refine readme by @gaocegege in #553
• fix: hnsw rebuilding by @usamoi in #558
• fix: add v4, v3 for vecf32 dot, sl2 by @usamoi in #559
• refactor: reduce cost about sort and quantization virtual function call by @usamoi in #560
• feat: pyo3 bindings of indexing by @usamoi in #565
• chore: update pgrx to v0.12.1 by @usamoi in #567
• refactor: introduce Distance type for comparing by @usamoi in #568
• fix: vectorize as much code as possible by @usamoi in #569
• feat: SIMD version of quantizing by @usamoi in #574
• refactor: improve RaBitQ performance by @usamoi in #576
• chore: add enterprise release by @kemingy in #578
• feat: disable kmeans++ in IVF by @usamoi in #579
• fix: build cmd in enterprise ci by @kemingy in #580
• fix: use residual vector for encoding by @usamoi in #581
• fix: use u32 for rabitq quantized sum for DIM > 4369 by @usamoi in #582
• feat: do not generate slow-scan lookup table if fast-scan is enabled by @usamoi in #583
• feat: speed rabitq building by @usamoi in #584
• fix: filter zeros in creating normalized vector by @usamoi in #585
• fix: detect simd in cli by @kemingy in #586
• fix: use correct intrinsics for fp16 in AVX by @usamoi in #589
• fix: set correct svecf32 header while creating SVecf32Output by @usamoi in #590
• refactor: rework quantization abstraction by @usamoi in #591
• feat: add metrics dot and cos by @cutecutecat in #566
• refactor: rabitq by @usamoi in #593
• docs: delete sparse vector search comparison in readme by @JinweiOS in #595
• refactor: use transposed centroids in PQ preprocess by @usamoi in #594
• fix: reduce length of directory name by @usamoi in #588
• refactor: make SQ build & preprocess faster by @usamoi in #596
• refactor: improve SQ&PQ scan performance by @usamoi in #598
• feat: mark GUC prefix reserved by @usamoi in #599
• chore: update pgrx to 0.12.5 & add pg17 in check and release by @usamoi in #600
• fix: aarch64 release CI by @usamoi in #606
• ci: add pg slim, cnpg Dockerfile and add ci by @xieydd in #608
• change requirement fix security issue by @xieydd in #609
• fix docker build ci context error by @xieydd in #610
• fix dockerfile pg version error by @xieydd in #611
• Release enterprise ci by @xieydd in #613
• release: v0.4.0 by @cutecutecat in #615
• fix: confict typmod for _vectors_cast_array_to_vecf32 by @cutecutecat in #617

New Contributors

• @alexquick made their first contribution in #531

Full Changelog: v0.3.0...v0.4.0

v0.4.0-alpha.2

What's Changed

• refactor: rework quantization abstraction by @usamoi in #591
• feat: add metrics dot and cos by @cutecutecat in #566
• refactor: rabitq by @usamoi in #593
• docs: delete sparse vector search comparison in readme by @JinweiOS in #595
• refactor: use transposed centroids in PQ preprocess by @usamoi in #594
• fix: reduce length of directory name by @usamoi in #588

Full Changelog: v0.4.0-alpha.1...v0.4.0-alpha.2

v0.4.0-alpha.1

fix: set correct svecf32 header while creating SVecf32Output (#590)

Signed-off-by: usamoi <[email protected]>

v0.3.0

chore: remove prefilter, stand-alone-test and default feature (#505)

* chore: remove prefilter, stand-alone-test and default feature

Signed-off-by: usamoi <[email protected]>

* fix: simplify hnsw entry

Signed-off-by: usamoi <[email protected]>

---------

Signed-off-by: usamoi <[email protected]>

v0.3.0-alpha.2

What's Changed

• fix: disable UNLOGGED vector indexes by @usamoi in #443
• fix: invalid check for bvector with 64 dims by @silver-ymz in #444
• fix: take MyDatabaseId into handle to resolve conflicts of OIDs in multidatabases by @usamoi in #445
• feat: add optimizing_threads to function by @cutecutecat in #375
• chore: add another implementation of multiversion by @usamoi in #446
• fix: validate_index for veci8 & rm deprecated feature. by @my-vegetable-has-exploded in #451
• feat: stand alone test by @whateveraname in #448
• fix: optiming threads deadlock by @cutecutecat in #453
• feat: sync CREATE INDEX by @usamoi in #462
• fix: fix openai option gucs setting. by @my-vegetable-has-exploded in #469
• feat: support aggregate function for vector. by @my-vegetable-has-exploded in #463
• fix: elkan K-means impl for some vector types by @usamoi in #472
• fix: skip partitioned tables in pg_vector_index_stat by @usamoi in #478
• fix: use f*_algebraic intrinsics, instead of f*_fast intrinsics by @usamoi in #481
• feat: support element-wise multiplication. by @my-vegetable-has-exploded in #480
• feat: add vector_norm, vector_dims and normalize for all vector types by @usamoi in #485
• fix: return type of vector_norm for svector & bvector by @usamoi in #487
• feat: temporary support for sparse aggregate. by @my-vegetable-has-exploded in #489

Full Changelog: v0.3.0-alpha.1...v0.3.0-alpha.2

v0.3.0-alpha.1

alpha release for 0.3.0

What's Changed

• refactor: replace heap of heaps with loser tree in merging results by @usamoi in #315
• refactor: faster algorithm for parsing vector strings by @usamoi in #316
• chore: set storage = EXTERNAL by default for vector types by @usamoi in #321
• fix: remove openai embedding by @usamoi in #336
• feat: support vector subscript by @usamoi in #329
• fix: remove ctor by @usamoi in #339
• chore: fix the nightly trigger condition by @kemingy in #306
• ci: fix cargo-install for pgrx patch by @usamoi in #341
• feat: support binary representation by @usamoi in #314
• chore: use latest commit SHA to trigger the nightly release by @kemingy in #342
• refactor: refine delete RPC by @usamoi in #351
• chore: consistent slice behavior with Python by @usamoi in #352
• chore: add '-c logging_collector=on' to docker CMD by @usamoi in #353
• feat: support sparse vector by @silver-ymz in #299
• chore: drop support for pg12, pg13 by @usamoi in #344
• fix: comparsion of svector by @silver-ymz in #357
• refactor: define detailed error types by @usamoi in #356
• ci: increase concurrency by @usamoi in #362
• doc: fix docker tag by @VoVAllen in #364
• fix: python test by @cutecutecat in #365
• ci: fix "cache save failed" by @usamoi in #366
• refactor: add crate "base" by @usamoi in #367
• refactor: faster IVF & PQ by @whateveraname in #328
• feat: new openai embedding by @cutecutecat in #350
• chore: Update blog link by @gaocegege in #370
• refactor: rework vector abstraction by @usamoi in #369
• ci: fix nightly releases by @usamoi in #389
• ci: add sccache for release by @usamoi in #391
• fix: support null insert by @cutecutecat in #390
• ci: build zip pkg by @usamoi in #392
• fix: remove sighup handler by @cutecutecat in #394
• feat: support binary vector by @silver-ymz in #368
• chore: upgrade 0.2.1 script by @cutecutecat in #395
• fix: bvector subscription may modify padding bits by @silver-ymz in #401
• fix: bvector subscription may modify padding bits by @silver-ymz in #402
• chore: update pgrx version by @usamoi in #400
• feat: support sparse vector with 1_048_575 dims by @silver-ymz in #399
• feat: support veci8 by @my-vegetable-has-exploded in #326
• fix: hack for simd inline by @usamoi in #410
• fix: grant permission for pg_vector_index_stat in install sql by @usamoi in #416
• feat: synchronous remote index dropping by @usamoi in #414
• ci: remove cargo-pgrx in ci by @usamoi in #420
• feat: add x64 simd for sparse vector operations by @silver-ymz in #417
• fix: relax veci8 test precision. by @my-vegetable-has-exploded in #423
• chore: cherry back 0.2 branch by @cutecutecat in #424
• Update pgvecto.rs README.md with new features and documentation link by @VoVAllen in #425
• ci: vendored pg_config contents and pgrx_bindings by @usamoi in #426
• fix: returns no tuples when a NULL query comes by @usamoi in #428
• fix: a set of incorrect behaviors by @usamoi in #430
• chore: upload --0.3.0 schema update script by @usamoi in #437
• feat: Support binary copy in python SDK. by @my-vegetable-has-exploded in #419
• docs: add my-vegetable-has-exploded as a contributor for code by @allcontributors in #439

New Contributors

• @whateveraname made their first contribution in #328
• @my-vegetable-has-exploded made their first contribution in #326

Full Changelog: v0.2.1...v0.3.0-alpha.1

v0.2.1

Improvements

• NULL Support: NULL can now be safely inserted into vector columns without error. They will be skipped during pgvecto.rs index creation, but exist in the table. A query on a vector column will never return a result containing a NULL.
• Signal Handler Fix: Now we use SIGQUIT instead of SIGHUP to trigger a peaceful exit, since SIGHUP is defined as configure reload by Postgres.
• Upgrade Script Refine: Due to some symbol renaming, the upgrade path from v0.1.10 to v0.2.0 is broken. Users can now upgrade directly to v0.2.1 if they are currently using v0.1.10.

v0.0.0-nightly

DO NOT use this version. Internal use only.

v0.2.1-alpha.2

DO NOT use this version. Internal use only.

v0.2.1-alpha.1

DO NOT use this version. Internal use only.