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-0.3.2-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-0.3.2-cp313-cp313-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

leann_backend_hnsw-0.3.2-cp313-cp313-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

leann_backend_hnsw-0.3.2-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-0.3.2-cp312-cp312-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

leann_backend_hnsw-0.3.2-cp312-cp312-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

leann_backend_hnsw-0.3.2-cp312-cp312-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.12macOS 13.0+ x86-64

leann_backend_hnsw-0.3.2-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-0.3.2-cp311-cp311-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.11macOS 15.0+ ARM64

leann_backend_hnsw-0.3.2-cp311-cp311-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.11macOS 14.0+ ARM64

leann_backend_hnsw-0.3.2-cp311-cp311-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.11macOS 13.0+ x86-64

leann_backend_hnsw-0.3.2-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-0.3.2-cp310-cp310-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.10macOS 15.0+ ARM64

leann_backend_hnsw-0.3.2-cp310-cp310-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.10macOS 14.0+ ARM64

leann_backend_hnsw-0.3.2-cp310-cp310-macosx_13_0_x86_64.whl (7.9 MB view details)

Uploaded CPython 3.10macOS 13.0+ x86-64

leann_backend_hnsw-0.3.2-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-0.3.2-cp39-cp39-macosx_15_0_arm64.whl (6.8 MB view details)

Uploaded CPython 3.9macOS 15.0+ ARM64

leann_backend_hnsw-0.3.2-cp39-cp39-macosx_14_0_arm64.whl (6.9 MB view details)

Uploaded CPython 3.9macOS 14.0+ ARM64

leann_backend_hnsw-0.3.2-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-0.3.2-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 63e5c5cb8b845f237fdaee27171949432ee39eebe81791a30977c7c9986726b2
MD5 f0d61232d41e07a64e1d28c4375da919
BLAKE2b-256 f2768d8402b1e51bff8e7232149481f622bdf0f10c7045f8202ac5c435d85bc2

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp313-cp313-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 d73d62d16d84d1c0101826cb8d71b020abe00c69a837041eef5a055599730b79
MD5 356b3d1dd3ddc6f7314dd5d8bd15bf76
BLAKE2b-256 e60e99846b059dab913ad80b873e3d38b299c1892f612083ed19c02f5aa25667

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 8350bda2ccaddfa531e329ca43e847d65519c4c6d7f55693ebea25f5951cb3a5
MD5 c8d6918602bb6587ba9c4d93f6b4be36
BLAKE2b-256 6ffa359b0cd70a2f47df03ac348fe2b46ab3bc424256c404de481c9a9db8c539

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 21b58da918a9987f541f7f0f722eceb3aaa3c538278ed8903f40381ff0cede4a
MD5 f07fcbd68a0154b042e1efe8c9a82eed
BLAKE2b-256 2cdce9d4117a3606ae8d971aa79651e2cb3b5bbb1cfd908406877c7c7e62b8ac

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp312-cp312-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 efe16e4e138dc98bdde9f0f5310e0f3ee41effef55c78cdd0d232e8e17600c87
MD5 896f096522ab231e382ddfc0c0e7607c
BLAKE2b-256 080f964f441868fd1c515952ee91c46195ace9fc797f048194e8cb17d2d4ea8f

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 a3113e65ec1964c1ee14c0f47c856ffd32dc79c0d3abf7b5ad3ab3df28bf85f7
MD5 306cef9882f36f79b06ef54c8d2d25de
BLAKE2b-256 24e924577448e619a1a5968e12df714a1342f03a528ba7dc61251030cab1b0c7

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp312-cp312-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp312-cp312-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 4525d65d22b73fe77c7ccd39f357d30ddd967ae8bdbc22a58495dedc5ae4e99f
MD5 b0115dcf0b028a8ec3a37e3792dedaeb
BLAKE2b-256 dc9ab6902ab2b01ead78636c56cb92ec8080301bde92dd8a363bf330150d3eae

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp311-cp311-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp311-cp311-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 3a97c834f4302f24709631bdfc66ff6c3e8ed08d7f114d70d66bf71c6239243b
MD5 24de0166e7ab82bfd73eff7d0100fe41
BLAKE2b-256 bf51285a53ecaf95998a125db9d059c3f7c4089b2128a51f94abc9784c7b0867

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp311-cp311-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp311-cp311-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 c6c69942d0ad0dad24e8d5d4ea98a766d537dcbdb6c5f3bd6924eff550192807
MD5 7f7fc29b98011c637ae538dac90dd77a
BLAKE2b-256 8e94a36fa268b41e2a9b6bf3a23aa8e2d2dc1fe3495cc62b59fd67a31f6a4be9

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp311-cp311-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp311-cp311-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 a1c8a643116e62a7c58d222b6bd4d08fd58b7c15030725d785471f5764af6cb6
MD5 729a93c6c002be3d5a50ea12d05cf5ea
BLAKE2b-256 0213c64f5a6f14c99cf691a6746d1a4697340be5216eca5ef9b3214df0103ae0

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp311-cp311-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp311-cp311-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 eb8fd91219bcbafcd1dd938a94b7ccbd84d71378252620eafc9865a339d0f639
MD5 8b08355df0aa5e057bc3a84f140de0b4
BLAKE2b-256 117653fdff81f268b22732706cc5ec921e1fa3f6ee76bc6c8b64111cefff00a5

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp310-cp310-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp310-cp310-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 660ad7054105c242906c097c01564b863685c8ab5e455c6bea7b8fcf1240e332
MD5 152ab95683a8c4ecf54cef0a9a34386d
BLAKE2b-256 042a06db4b943c8f4b293f3515f668d2f4cf83d60e208063f3678d037788f85d

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp310-cp310-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp310-cp310-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 262ad1534ca6cd86508bfd7903659697b69373e6c62d463ee48e903bde29a9d0
MD5 8d776f0be3261a69d4d759e3d2b44f8d
BLAKE2b-256 2b07a074efd8d33d0803edf52b2c6d0591a410ccd62e0f4e06b21dd5eca5b2b5

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp310-cp310-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp310-cp310-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 6e861ac272f9d9dcf6c6bc66f09fd3bae67a26bd3d0e6991dc9c51818dc604f8
MD5 0166a068d71b526c3ad86c74f9090fd8
BLAKE2b-256 a276206eec4bb2fb603b94a2e8eece9308c2f28e44a7cca628d0e2d0c6fbb4e6

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp310-cp310-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp310-cp310-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 1dd47196069d1a0ae0940d51d97f576489d2bce2097544e466d9436801220d1c
MD5 e36b7cbe010b4345043c0d18a7492953
BLAKE2b-256 777d458327f969319d5862858a1026b68dffc7ed3ca178a4bd13fc4e7f0bf8e7

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp39-cp39-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp39-cp39-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 cbb7c4ba9df7f7a2d25ce519176f17e71b386ecf29f54e66c08b79d1d1edd63b
MD5 d968066a891d52f1858f74c00ac8730a
BLAKE2b-256 70c72d5d8d71d10c56e23e36bdb1d8facadefe41d87c964e863eac8e232ca986

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp39-cp39-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp39-cp39-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 a6ab0b6b20899b9a341a9d0a70f8e4e3fc1845c15a11b70402b35218be96b821
MD5 0326e2a002adffb96d1ffcce0e7e3c73
BLAKE2b-256 f53bd41c8e61c2ffd3ca9969c970e92197f4a4db0ce23a26a853bb60b7a4a616

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp39-cp39-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp39-cp39-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 5b262b8ddd3c9187d818b536445c9185b6e7d85c6d5135f3ac6ad2750cdff0ee
MD5 ec9f748b7879332aedd7fccbb124d4f7
BLAKE2b-256 f5c403827d592aeda5acd5434a91799fb57d86824653b76080a049a3a3b79a5b

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.3.2-cp39-cp39-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.3.2-cp39-cp39-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 406c1e05335faa60149863045eb38df0b979f7f98421eb2ceb2088967d065238
MD5 05dd91ee21c1ac1beb84553a271a663c
BLAKE2b-256 1407fa5a6fc9c8481734807e36449b96fe249dd349dc0db94c3c6bc9bb25b481

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