Skip to main content

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

Metadata

Release files for qhnswlib 0.8.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for qhnswlib 0.8.6
File Size Uploaded Provenance Actions
qhnswlib-0.8.6.tar.gz 38.9 kB Without provenance Details for qhnswlib-0.8.6.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for qhnswlib 0.8.6
File Actions
qhnswlib-0.8.6-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for qhnswlib-0.8.6-cp313-cp313-win_amd64.whl
qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details for qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl
qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details for qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl
qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details for qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl
qhnswlib-0.8.6-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for qhnswlib-0.8.6-cp312-cp312-win_amd64.whl
qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details for qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl
qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details for qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl
qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details for qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl
qhnswlib-0.8.6-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for qhnswlib-0.8.6-cp311-cp311-win_amd64.whl
qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details for qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl
qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details for qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl
qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details for qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl

Total release size: 30.2 MB

Release files / qhnswlib-0.8.6.tar.gz

Download URL qhnswlib-0.8.6.tar.gz
Size 38.9 kB
Tags Source
SHA-256 checksum
How to use checksums
f381326862a4aeb283504069e56be06670f758be870f8ecc0617b298fb96ace1
BLAKE2b-256 checksum
How to use checksums
85193b850ba496d33152828d1cae18a52bd02b7e8e5ab2b90853b3fc952a655d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp313-cp313-win_amd64.whl

Download URL qhnswlib-0.8.6-cp313-cp313-win_amd64.whl
Size 167.8 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
776297d0933137363d0b6464b82443beba9a2cdf60d0548c0189acd0ab71b46a
BLAKE2b-256 checksum
How to use checksums
503382af18f4070d9f3ed09604220ae4957d8beafd28e7d5e6625ef79352338e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_x86_64.whl
Size 3.5 MB
Tags CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
d00bcad2779f1eaa587a6ac96f7a7bc2739f8bd5603670cab89b4a1c2cb10857
BLAKE2b-256 checksum
How to use checksums
0a297bfb815c31816e5c8280f820cdaabf0f4c4b1a8629babc4570472edf3eae
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl

Download URL qhnswlib-0.8.6-cp313-cp313-musllinux_1_2_i686.whl
Size 3.5 MB
Tags CPython 3.13 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
1dbcfde166a8027066e9c21fb607b5256aa74640f41f0a7324f6b98b30c11181
BLAKE2b-256 checksum
How to use checksums
5361f38a599d87025c451c93452cdcdb3983ca81708343f37e76c237e35e6256
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL qhnswlib-0.8.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.7 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
b449c234baa5c4786fa2660333ab3cfcfb88c372321609239b6ed395bcd64859
BLAKE2b-256 checksum
How to use checksums
2da6d0e774c88220d9fec05a333d6feec5d6d648b491da5320561ce9fbbf7343
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl

Download URL qhnswlib-0.8.6-cp313-cp313-macosx_11_0_arm64.whl
Size 206.7 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
24657bab14458f9a8d9dc1a0fc0d0d69976f9031d62654e6e9f6741badfb917b
BLAKE2b-256 checksum
How to use checksums
c12814195060e4d9d34386c6fb9cd055da584c0162ea58efe4bfe00e30308776
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp312-cp312-win_amd64.whl

Download URL qhnswlib-0.8.6-cp312-cp312-win_amd64.whl
Size 167.8 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
59b496d1f86df3aca30de28c2bcce571efe7af8174d68b937ae8e3d2222cf439
BLAKE2b-256 checksum
How to use checksums
fdc09b15a7006bfa38d492b95af8f8556d4ed18bdfe2aad926bbf2b62a5c7a12
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_x86_64.whl
Size 3.5 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
4d089d5763d82ec0e733efa64854f01279ca0423fea3887b78e4a54bae90756f
BLAKE2b-256 checksum
How to use checksums
9c32f6ac7b967ee442fbe5c4a622d6d60f674ee284ca3f29748215a45a4ca878
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl

Download URL qhnswlib-0.8.6-cp312-cp312-musllinux_1_2_i686.whl
Size 3.5 MB
Tags CPython 3.12 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
3d095b65ce8c801a3c7c814def945765e61270118e2ceee36bedb7b9d31b6a1c
BLAKE2b-256 checksum
How to use checksums
05cae9d146d5e6725187a0ad4b34c10479095fde1e4b3e8ebc4b5c231392ea11
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL qhnswlib-0.8.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.7 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
eaeacb5d37d2c9a10a94c4b03d114ab205cfc23b7568f5eac6b75d27bf00dc5f
BLAKE2b-256 checksum
How to use checksums
665c9d0c63d92ec274b09569d418b45c7510b41fbb3b593a713c924d870fc7a7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl

Download URL qhnswlib-0.8.6-cp312-cp312-macosx_11_0_arm64.whl
Size 206.7 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
80c9fab6fb5602ef9a0387fbbedd8462f4dd2c84a29bb596ad4c3bc7457d996b
BLAKE2b-256 checksum
How to use checksums
fb4b585588f11cbf02aacc6bf616245e54ed69984bc7ad2b065fe0867862d702
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp311-cp311-win_amd64.whl

Download URL qhnswlib-0.8.6-cp311-cp311-win_amd64.whl
Size 166.6 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
256368746d805ebf3fae49723957013a3555f03d815d1e660c72873e28f1c9b6
BLAKE2b-256 checksum
How to use checksums
a93f9fe58c7bbaf16df3e78c1bb969c582f394a4c0ee968a8256af1c4408105a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_x86_64.whl
Size 3.5 MB
Tags CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
7de7378556994e566ba424b0b042d8ff2403dff3e79867a7a1e597c9943012d9
BLAKE2b-256 checksum
How to use checksums
f01cad4af367697c02c512aecacbb55df20b114b5fb4c60eb66a523705aeb19d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl

Download URL qhnswlib-0.8.6-cp311-cp311-musllinux_1_2_i686.whl
Size 3.4 MB
Tags CPython 3.11 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
4d09f6a4749cbe5702cdf8ed8df7efb60af93487699dc6e412a3a48f689bcc2a
BLAKE2b-256 checksum
How to use checksums
a8221532d77ead913cfab14e56f22f705e3f9baeb46ce93a727a76b190794027
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL qhnswlib-0.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.7 MB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
d73257bac521b5588103be1b5e10c961590887a2b6a778b8f480980f4ebc9183
BLAKE2b-256 checksum
How to use checksums
aa4ccc52b384bd4ce60592caa6f3e8bada754ef152fb975f82106eeca612f8b0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Release files / qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl

Download URL qhnswlib-0.8.6-cp311-cp311-macosx_11_0_arm64.whl
Size 200.4 kB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
c7f3b362571ecf1b32f4e1863526799b36b36ed4b9b8c1de6f526c6489d5ae33
BLAKE2b-256 checksum
How to use checksums
12bccf39b59107e6db51fc330550852df55fba18474f8432742ca900cdde48d0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.12.9

Security for qhnswlib 0.8.6

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page