Skip to main content

HNSW library with int8 quantization support

Project description

Quantized HNSW library with int8 support for memory-efficient nearest neighbor search

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

qhnswlib-0.8.6.tar.gz (38.9 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

qhnswlib-0.8.6-cp313-cp313-win_amd64.whl (167.8 kB view details)

Uploaded CPython 3.13Windows x86-64

qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl (3.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl (3.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ i686

qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl (206.7 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

qhnswlib-0.8.6-cp312-cp312-win_amd64.whl (167.8 kB view details)

Uploaded CPython 3.12Windows x86-64

qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl (3.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl (3.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ i686

qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl (206.7 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

qhnswlib-0.8.6-cp311-cp311-win_amd64.whl (166.6 kB view details)

Uploaded CPython 3.11Windows x86-64

qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl (3.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl (3.4 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ i686

qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl (200.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

File details

Details for the file qhnswlib-0.8.6.tar.gz.

File metadata

  • Download URL: qhnswlib-0.8.6.tar.gz
  • Upload date:
  • Size: 38.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for qhnswlib-0.8.6.tar.gz
Algorithm Hash digest
SHA256 f381326862a4aeb283504069e56be06670f758be870f8ecc0617b298fb96ace1
MD5 6f0fecd504104e1c3a09bae0830a707b
BLAKE2b-256 85193b850ba496d33152828d1cae18a52bd02b7e8e5ab2b90853b3fc952a655d

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: qhnswlib-0.8.6-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 167.8 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for qhnswlib-0.8.6-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 776297d0933137363d0b6464b82443beba9a2cdf60d0548c0189acd0ab71b46a
MD5 aa1a005b72ff1feeba38fe9100bc1c21
BLAKE2b-256 503382af18f4070d9f3ed09604220ae4957d8beafd28e7d5e6625ef79352338e

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 d00bcad2779f1eaa587a6ac96f7a7bc2739f8bd5603670cab89b4a1c2cb10857
MD5 868d5c9c343da7e260d0a3c31a987057
BLAKE2b-256 0a297bfb815c31816e5c8280f820cdaabf0f4c4b1a8629babc4570472edf3eae

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 1dbcfde166a8027066e9c21fb607b5256aa74640f41f0a7324f6b98b30c11181
MD5 d244a238cc8f7c213f246dce82e0d530
BLAKE2b-256 5361f38a599d87025c451c93452cdcdb3983ca81708343f37e76c237e35e6256

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b449c234baa5c4786fa2660333ab3cfcfb88c372321609239b6ed395bcd64859
MD5 4af2dc658ea86b1f515fa0fcbac5c47d
BLAKE2b-256 2da6d0e774c88220d9fec05a333d6feec5d6d648b491da5320561ce9fbbf7343

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 24657bab14458f9a8d9dc1a0fc0d0d69976f9031d62654e6e9f6741badfb917b
MD5 77d8705799ca8bf5a6714fc654c0057d
BLAKE2b-256 c12814195060e4d9d34386c6fb9cd055da584c0162ea58efe4bfe00e30308776

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: qhnswlib-0.8.6-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 167.8 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for qhnswlib-0.8.6-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 59b496d1f86df3aca30de28c2bcce571efe7af8174d68b937ae8e3d2222cf439
MD5 dae0110f026e2d3560aeb28e86a8a180
BLAKE2b-256 fdc09b15a7006bfa38d492b95af8f8556d4ed18bdfe2aad926bbf2b62a5c7a12

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 4d089d5763d82ec0e733efa64854f01279ca0423fea3887b78e4a54bae90756f
MD5 4f4a5db721c089eed9208f9924a83e17
BLAKE2b-256 9c32f6ac7b967ee442fbe5c4a622d6d60f674ee284ca3f29748215a45a4ca878

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 3d095b65ce8c801a3c7c814def945765e61270118e2ceee36bedb7b9d31b6a1c
MD5 f1e9bf95073f7a0e2aaf3febbc5906fb
BLAKE2b-256 05cae9d146d5e6725187a0ad4b34c10479095fde1e4b3e8ebc4b5c231392ea11

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 eaeacb5d37d2c9a10a94c4b03d114ab205cfc23b7568f5eac6b75d27bf00dc5f
MD5 a42a2f8ae622940c82cd725ed5095540
BLAKE2b-256 665c9d0c63d92ec274b09569d418b45c7510b41fbb3b593a713c924d870fc7a7

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 80c9fab6fb5602ef9a0387fbbedd8462f4dd2c84a29bb596ad4c3bc7457d996b
MD5 4356468bfc8d6fafad22cfe25245cf3f
BLAKE2b-256 fb4b585588f11cbf02aacc6bf616245e54ed69984bc7ad2b065fe0867862d702

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: qhnswlib-0.8.6-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 166.6 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for qhnswlib-0.8.6-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 256368746d805ebf3fae49723957013a3555f03d815d1e660c72873e28f1c9b6
MD5 d88d7489d9556162b1d9180561d0f65d
BLAKE2b-256 a93f9fe58c7bbaf16df3e78c1bb969c582f394a4c0ee968a8256af1c4408105a

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 7de7378556994e566ba424b0b042d8ff2403dff3e79867a7a1e597c9943012d9
MD5 85f80c414a1f8dbcdabbe6ba85f90142
BLAKE2b-256 f01cad4af367697c02c512aecacbb55df20b114b5fb4c60eb66a523705aeb19d

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 4d09f6a4749cbe5702cdf8ed8df7efb60af93487699dc6e412a3a48f689bcc2a
MD5 e40640a0ede8e953bcdbf143b1e55d9a
BLAKE2b-256 a8221532d77ead913cfab14e56f22f705e3f9baeb46ce93a727a76b190794027

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d73257bac521b5588103be1b5e10c961590887a2b6a778b8f480980f4ebc9183
MD5 43156e9548213af59fa486cca8be60bd
BLAKE2b-256 aa4ccc52b384bd4ce60592caa6f3e8bada754ef152fb975f82106eeca612f8b0

See more details on using hashes here.

File details

Details for the file qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c7f3b362571ecf1b32f4e1863526799b36b36ed4b9b8c1de6f526c6489d5ae33
MD5 f2fcd52e80265a470170faa4a4a11561
BLAKE2b-256 12bccf39b59107e6db51fc330550852df55fba18474f8432742ca900cdde48d0

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page