A library for efficient similarity search and clustering of dense vectors.
Project description
Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning. Faiss is written in C++ with complete wrappers for Python/numpy. It is developed by Facebook AI Research.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
File details
Details for the file faiss_gpu-1.6.3-cp38-cp38-manylinux2010_x86_64.whl.
File metadata
- Download URL: faiss_gpu-1.6.3-cp38-cp38-manylinux2010_x86_64.whl
- Upload date:
- Size: 35.5 MB
- Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/44.1.0 requests-toolbelt/0.9.1 tqdm/4.44.1 CPython/2.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 70b3ebe0fdd8438e8d385684de00e7605b562a7680abba72fad4ef5c7f955fbf |
|
| MD5 | 64a177d12985bbb211b6edf77b60fc9e |
|
| BLAKE2b-256 | a996e915d9306d2eedf4d5bc91d6633f63083716259458449f4b02a7271ddc2b |
File details
Details for the file faiss_gpu-1.6.3-cp37-cp37m-manylinux2010_x86_64.whl.
File metadata
- Download URL: faiss_gpu-1.6.3-cp37-cp37m-manylinux2010_x86_64.whl
- Upload date:
- Size: 35.5 MB
- Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/44.1.0 requests-toolbelt/0.9.1 tqdm/4.44.1 CPython/2.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | cfdfe6681e24b69f429dcdec33d3a25ee2465a5e691d851218482ba8ad6892ee |
|
| MD5 | 9ef56f369740f3f23a59428ebc007c5f |
|
| BLAKE2b-256 | 1c43f33a7d59e7b367f34e1ab61db70a5a75194c848ea2df940c49f7aedc95d9 |
File details
Details for the file faiss_gpu-1.6.3-cp36-cp36m-manylinux2010_x86_64.whl.
File metadata
- Download URL: faiss_gpu-1.6.3-cp36-cp36m-manylinux2010_x86_64.whl
- Upload date:
- Size: 35.5 MB
- Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/44.1.0 requests-toolbelt/0.9.1 tqdm/4.44.1 CPython/2.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 45f702846168d9b3a9435745c21fb6786684cbfa849a2e01cd79c2224eff4698 |
|
| MD5 | 85e008418153834d511d56a95ee79ab8 |
|
| BLAKE2b-256 | a8690e3f56024bb1423a518287673071ae512f9965d1faa6150deef5cc9e7996 |
File details
Details for the file faiss_gpu-1.6.3-cp35-cp35m-manylinux2010_x86_64.whl.
File metadata
- Download URL: faiss_gpu-1.6.3-cp35-cp35m-manylinux2010_x86_64.whl
- Upload date:
- Size: 35.5 MB
- Tags: CPython 3.5m, manylinux: glibc 2.12+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/44.1.0 requests-toolbelt/0.9.1 tqdm/4.44.1 CPython/2.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e17178990518bd55e91c8364ef57dc4e3b4d20691c15e4eba6c88fd31e2e0c3a |
|
| MD5 | fd03f67abee1f25bc35370d0e7f9ddac |
|
| BLAKE2b-256 | aa06009d39e13186b3ad79619b69e0bdcfa1c0feafe2b3b7641583f6f4580e88 |
