Skip to main content

Custom-built HNSW (Faiss) backend for the Leann toolkit.

Project description

The author of this package has not provided a project description

Project details


Download files

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

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

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

leann_backend_hnsw-0.3.1-cp313-cp313-manylinux_2_35_x86_64.whl (51.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ x86-64

leann_backend_hnsw-0.3.1-cp313-cp313-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

leann_backend_hnsw-0.3.1-cp313-cp313-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

leann_backend_hnsw-0.3.1-cp312-cp312-manylinux_2_35_x86_64.whl (51.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ x86-64

leann_backend_hnsw-0.3.1-cp312-cp312-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

leann_backend_hnsw-0.3.1-cp312-cp312-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

leann_backend_hnsw-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.12macOS 13.0+ x86-64

leann_backend_hnsw-0.3.1-cp311-cp311-manylinux_2_35_x86_64.whl (51.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.35+ x86-64

leann_backend_hnsw-0.3.1-cp311-cp311-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.11macOS 15.0+ ARM64

leann_backend_hnsw-0.3.1-cp311-cp311-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.11macOS 14.0+ ARM64

leann_backend_hnsw-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.11macOS 13.0+ x86-64

leann_backend_hnsw-0.3.1-cp310-cp310-manylinux_2_35_x86_64.whl (51.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.35+ x86-64

leann_backend_hnsw-0.3.1-cp310-cp310-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.10macOS 15.0+ ARM64

leann_backend_hnsw-0.3.1-cp310-cp310-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.10macOS 14.0+ ARM64

leann_backend_hnsw-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.10macOS 13.0+ x86-64

leann_backend_hnsw-0.3.1-cp39-cp39-manylinux_2_35_x86_64.whl (51.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.35+ x86-64

leann_backend_hnsw-0.3.1-cp39-cp39-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.9macOS 15.0+ ARM64

leann_backend_hnsw-0.3.1-cp39-cp39-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.9macOS 14.0+ ARM64

leann_backend_hnsw-0.3.1-cp39-cp39-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.9macOS 13.0+ x86-64

File details

Details for the file leann_backend_hnsw-0.3.1-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 efddbb5efd57b5785d9d6d04b1dc8e7e32730c014a187bd759f2f15564caf771
MD5 fc9fcd09f54dcef525614399ec1830cb
BLAKE2b-256 9d2cd7f0960f0d7a70a2faecddede1a17b10e0c5b54808687540407748f8d3c4

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp313-cp313-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 56296daf20e4dfd21414fb730ba3ce4464bc2b078285c7b5707d82d0b74d4032
MD5 ff0d42a75a808e8f2ea596692081c881
BLAKE2b-256 d3734ff729cb3279b43f059f4b7104fa0b3f4e422f7f19e3b9d3faedaa5060af

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 ca58bea0e5c834c1407feb2b887bfb76cfd87c50deb2384f9999f4a968c6c381
MD5 92c027f910132f97b25014b7168a7cb9
BLAKE2b-256 d49fb98941deaf0dddcd1a407fea219e9e96aacc7491dfce9c4cad000413b5c1

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 4942a15156346af6926660f3b54614be3b4eb1f0bb779565a2ad8b95d7327199
MD5 ebb8cbd00835d1a8cc3dd80f33ba553c
BLAKE2b-256 2b7fa9d04ac9785d0c433416e0a3fc18c4eda8a72469b5e70669a6a27d02cf3e

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp312-cp312-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 22d4874c4c036da4bc1a41b87a411f27e8ece3933d08ba4204c83da6146d5daf
MD5 a30024a1487df645e7437ba20f3db6d0
BLAKE2b-256 ff58eeedcef74c214cf43a8aad506cda032b09ec11a29cb95e2691f1b0a372af

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 e54206da4c62ea658036406cf9244c95006f32d5afbaf547f58c7731cf79ec87
MD5 c02339e40967dcee0888ab62e77930e1
BLAKE2b-256 abd9fc268268b3f2b861d015ca66882c3fee31ba6ac07947538b8d64ae66f26a

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 b3c039d5c55cf1e467fbc8c7bac8474cefaa32105220e5c3643e19ee88b79ccd
MD5 c49e2f8c6b2feed34ee522e15afbad88
BLAKE2b-256 1bedc76353d85558911fbee60a08b4250ad10387da313ffd83a8398988041fdb

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp311-cp311-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp311-cp311-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 6bcf2e30079a0833590df048d1e1328014a53f4f046d2da3fa3cf3c09499c3b4
MD5 f2f3b23dfd4899734f58bee1397424ff
BLAKE2b-256 555421a4506de0338aed7e34abd0cd013cb24f667a2045003b521cbb4dc206a2

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp311-cp311-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp311-cp311-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 777c9eb0eea172a194d4c6bfb8f7cdb8917e2a3e47e10403ccc62a838ea0a746
MD5 a6d1107c22857742b743585917c6516e
BLAKE2b-256 88a8005913e4d9eb75e56ebf1091920bb0c8112762a81ca865e219db28a2c78b

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp311-cp311-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp311-cp311-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 8181ddc0ba819437657da022592a0cab14b43f6ef57c9b5f595e73a26c92006b
MD5 952570adbfc58b730b0655a40ff52d29
BLAKE2b-256 9f8850664b7cab4482409faf1346acffdd8fd7c27c2b128c7d4663574aca8d7e

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 e28ea35e5a441e264cf6d49f2e95b020229dd7153f2c502326f24a2cd9642469
MD5 b03a6328309327b6caa1215bb71e9d64
BLAKE2b-256 10b04c4c6b096003d6ef3274371964017e9770b28a8b9f1ad5dd91b93f63b42c

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp310-cp310-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp310-cp310-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 761ed7dcabd1deddf19133cc312efcdf117043999c235e1ee840ec50f755121c
MD5 f107b85b9be0ce6cdf843d6683bd7913
BLAKE2b-256 1a36d9fb4557e58a1bd1acba669d9cbe3e9774ab45eda2ffb5c32ff02ef7a3bf

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp310-cp310-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp310-cp310-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 4fdf1f3ab6385ca9a439b040764523f7a0307d04b878d12bef89f0e1ca90ac12
MD5 6532f0a23a49668fba285b53383daf01
BLAKE2b-256 9006877357e7657742ae82b689caac56e17824c677147c7b5efe6e920c824f69

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp310-cp310-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp310-cp310-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 64a6d9b9e9b4b34245e000a9cd6635642bfa49a3f8e63e1ea67728adc9caad0b
MD5 91db13d67243c549452640435231df42
BLAKE2b-256 9395c841f909727cb9739adcb4714160939802e8fc6e6e9730107a19f224ab26

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 f08e5bd9f24c73dbc809127b77d90786566aa1ec9ded28c5694e2ca3804c9910
MD5 b2b7b65393e91365223dffbcb80b5d38
BLAKE2b-256 e3509434cdfc4cda3e485b6b98f30064659ab85a5bb8a058232e016fdeed26f2

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp39-cp39-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp39-cp39-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 44482414f5a371e9e1c4e61e738bcea2432745044a4dbe47b0836e77e4f98483
MD5 32265d5e65021dbc22804ec252c94718
BLAKE2b-256 b92d568a0a15da1bc634bd71df6313ebca0d8860a2aca18349a2594a92e0c469

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp39-cp39-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp39-cp39-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 a43adb33b8a4375dd51ef98fef48e195eda139bf30ff93a8792b763cb6e9a47b
MD5 47948f6af5ad5a5c33ba6a85475f1541
BLAKE2b-256 318a71bcb05c98bd324bf9ee5b20bfeb309f3b67e3441b48eb97f5d6977e0455

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp39-cp39-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp39-cp39-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 a15d1136d59e90b8f32a1bb5fff1f26fc5754215eaad424c949e20bb6e48dd07
MD5 cddb6911ecdf95f6820a4e1ef78357e9
BLAKE2b-256 ef3fac367b891e9b779b3f091833b2982a5d251cc4837ecd51870fb056255c93

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.1-cp39-cp39-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.1-cp39-cp39-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 5ff84e0bb01e61434d4828ac13a876cc279aceeb2c160d511c6ee9cde1db3d20
MD5 b3ae6853278ae589b362454a20c9739e
BLAKE2b-256 663be6f4327b1e0e9c65f5de7b16fdddcbf976f72b4898ab64d5e403bd14cae2

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