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

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for andylizf from gravatar.com andylizf Avatar for yichuan-w from gravatar.com yichuan-w

Unverified details

These details have not been verified by PyPI
Report project as malware

Project description

The author of this package has not provided a project description

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for andylizf from gravatar.com andylizf Avatar for yichuan-w from gravatar.com yichuan-w

Unverified details

These details have not been verified by PyPI

Release history Release notifications | RSS feed

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.9

0.2.8

0.2.7

0.2.6

0.2.5

0.2.4

This version

0.2.2

0.2.1

0.2.0

0.1.16

0.1.15

0.1.14

0.1.13

0.1.12

0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.5

0.1.1

0.1.0

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-0.2.2-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-0.2.2-cp313-cp313-macosx_14_0_arm64.whl (7.0 MB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

leann_backend_hnsw-0.2.2-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-0.2.2-cp312-cp312-macosx_14_0_arm64.whl (7.0 MB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

leann_backend_hnsw-0.2.2-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-0.2.2-cp311-cp311-macosx_14_0_arm64.whl (7.0 MB view details)

Uploaded CPython 3.11macOS 14.0+ ARM64

leann_backend_hnsw-0.2.2-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-0.2.2-cp310-cp310-macosx_14_0_arm64.whl (7.0 MB view details)

Uploaded CPython 3.10macOS 14.0+ ARM64

leann_backend_hnsw-0.2.2-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-0.2.2-cp39-cp39-macosx_14_0_arm64.whl (7.0 MB view details)

Uploaded CPython 3.9macOS 14.0+ ARM64

File details

Details for the file leann_backend_hnsw-0.2.2-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 364b87368d5e3a173221c4492af5d86c11778927b286a741a132be12cf95512b
MD5 991cc97517f7251dca75514e15006f7f
BLAKE2b-256 9c6fb5d22e078556cb7b0ed53845419f5f1a57e6ae090eb174c1c9bda067666c

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 6ad004e3caf5ffe19fea608c24fbb684374ae6cff1b56a836c7144f2628eedc8
MD5 a12ba3b01b17e7eedc0bc2680637bdf5
BLAKE2b-256 f4e9c0cec95d2482fd1ed3fd55a84fb42a8b4f131ebfff766cf1cedd6a76212a

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 37876b86bc70bc77a8e99050e8bb8a3f2595df74b56d5d55d09584e5601e4101
MD5 d1707c54b77e62e174a6dd0f8f310653
BLAKE2b-256 3be4f87831a10fc5a5ff32d2b77d4a11c8fef0c52aa35b2fd01da905175c16c2

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 5c22480bccb81675523bfc32db6df99905a8a635252169f32ebd5176fbaab0dd
MD5 064bf4af35a172c23c7fc4f5b020f0e9
BLAKE2b-256 8989d7cdadfb3a906033da284711f02f6db70f378b2b7d7425506c3bac5abe94

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp311-cp311-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp311-cp311-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 7a58b1c59976b2b704eb3b7a32b0719e9332cea17ce777616d339e529e2e5c90
MD5 8b712311865a089520e40ace3a109aa6
BLAKE2b-256 3041bae326b81bbd5781497c013edaac3f7d796d7e0e938eef252d8b4ca9614c

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp311-cp311-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp311-cp311-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 ba551948c4d2311fb4763f4e1920a89a051cc943a38f52100e8af5a19360c442
MD5 d692a6cb27843bd08f3e4ca4660447e4
BLAKE2b-256 129187b20b10e44b5699efd07b68646de5497648b9f1de5fcd6a2db63660520c

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp310-cp310-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp310-cp310-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 07af01c06b7b71f38256fcd6c0579544c685ca61634ff2ff08bdd3f5959a3b17
MD5 ecc9c88a6166e2d5d941cf8a568d4dd0
BLAKE2b-256 50dc178ca67076ae3d4e0fbbd196917110adc0d94c521873d1df0e165d46a922

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp310-cp310-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp310-cp310-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 1cb530c006b98f8d680ad1443123a156a79975667cd9d098d134889689fd90b7
MD5 fc7cf8c654e881887cd2a4326e3e07cc
BLAKE2b-256 a466fb034c269a1e70d5b191b4829c6210d56d1e7f45439648c7dac30a16fe30

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp39-cp39-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp39-cp39-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 4e7aaac7b31081d49a1f2376172ad0f51f1f4edf6d6f965dff92c7d53ddd55c0
MD5 597e201d0683d43855dc78ffdd7168b6
BLAKE2b-256 928b515be8d10e1371a04f4cb37c47a02d2358198e2656cb1b3e3a9cfc679b95

See more details on using hashes here.

File details

Details for the file leann_backend_hnsw-0.2.2-cp39-cp39-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for leann_backend_hnsw-0.2.2-cp39-cp39-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 77b88a3b0b368297a91d3b341adec5fffcd06d79d3fd26bcbbab19e790145b11
MD5 9e8d094fdec200494bfaa21a38172fb7
BLAKE2b-256 989dac8eebc06886833fb47bd954298ec6860e7f0bd9ad6ffc91c9aacdbe63fd

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