piwheels

fastembed

Fast, light, accurate library built for retrieval embedding generation

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install fastembed

Dependencies

• requests
• huggingface-hub
• py-rust-stemmers
• pillow
• tqdm
• onnxruntime
• mmh3
• numpy
• loguru
• tokenizers

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.7.4	2025-12-05
fastembed-0.7.4-py3-none-any.whl (106 KB)
0.7.3	2025-08-29
fastembed-0.7.3-py3-none-any.whl (103 KB)
0.7.2	2025-08-25
fastembed-0.7.2-py3-none-any.whl (103 KB)
0.7.1	2025-06-16
fastembed-0.7.1-py3-none-any.whl (98 KB)
0.7.0	2025-05-13
fastembed-0.7.0-py3-none-any.whl (97 KB)
0.6.1	2025-04-10
fastembed-0.6.1-py3-none-any.whl (85 KB)
0.6.0	2025-02-26
fastembed-0.6.0-py3-none-any.whl (83 KB)
0.5.1	2025-01-16
fastembed-0.5.1-py3-none-any.whl (68 KB)
0.5.0	2024-12-24
fastembed-0.5.0-py3-none-any.whl (68 KB)
0.4.2	2024-11-13
fastembed-0.4.2-py3-none-any.whl (65 KB)
0.4.1	2024-10-21
fastembed-0.4.1-py3-none-any.whl (64 KB)
0.4.0	2024-10-21
fastembed-0.4.0-py3-none-any.whl (64 KB)
0.3.6	2024-08-23
fastembed-0.3.6-py3-none-any.whl (54 KB)
0.3.5	2024-08-23
fastembed-0.3.5-py3-none-any.whl (54 KB)
0.3.4	2024-07-15
fastembed-0.3.4-py3-none-any.whl (54 KB)
0.3.3	2024-07-05
fastembed-0.3.3-py3-none-any.whl (54 KB)
0.3.2	2024-07-05
fastembed-0.3.2-py3-none-any.whl (54 KB)
0.3.1	2024-06-17
fastembed-0.3.1-py3-none-any.whl (54 KB)
0.3.0	2024-06-05
fastembed-0.3.0-py3-none-any.whl (47 KB)
0.2.7	2024-05-03
fastembed-0.2.7-py3-none-any.whl (27 KB)
0.2.6	2024-04-01
fastembed-0.2.6-py3-none-any.whl (26 KB)
0.2.5	2024-03-20
fastembed-0.2.5-py3-none-any.whl (26 KB)
0.2.4	2024-03-13
fastembed-0.2.4-py3-none-any.whl (26 KB)
0.2.3	2024-03-13
fastembed-0.2.3-py3-none-any.whl (26 KB)
0.2.2	2024-02-19
fastembed-0.2.2-py3-none-any.whl (22 KB)
0.2.1	2024-02-08
fastembed-0.2.1-py3-none-any.whl (22 KB)
0.2.0 yanked	2024-02-07
fastembed-0.2.0-py3-none-any.whl (22 KB)
0.1.3	2023-12-13
fastembed-0.1.3-py3-none-any.whl (14 KB)
0.1.2	2023-12-13
fastembed-0.1.2-py3-none-any.whl (7 MB)
0.1.1	2023-10-16
fastembed-0.1.1-py3-none-any.whl (14 KB)
0.1.0	2023-10-16
fastembed-0.1.0-py3-none-any.whl (14 KB)
0.0.5	2023-10-05
fastembed-0.0.5-py3-none-any.whl (11 KB)
0.0.5a2 pre-release	2023-09-28
fastembed-0.0.5a2-py3-none-any.whl (10 KB)
0.0.5a1 pre-release	2023-09-25
fastembed-0.0.5a1-py3-none-any.whl (10 KB)
0.0.4	2023-08-23
fastembed-0.0.4-py3-none-any.whl (10 KB)
0.0.3	2023-08-23
fastembed-0.0.3-py3-none-any.whl (9 KB)
0.0.3a1 pre-release	2023-08-23
fastembed-0.0.3a1-py3-none-any.whl (9 KB)
0.0.2	2023-08-16
fastembed-0.0.2-py3-none-any.whl (11 KB)
0.0.2a0 pre-release	2023-08-16
fastembed-0.0.2a0-py3-none-any.whl (11 KB)
0.0.1	2023-07-31
fastembed-0.0.1-py3-none-any.whl (11 KB)
0.0.1a3 pre-release	2023-07-31
fastembed-0.0.1a3-py3-none-any.whl (11 KB)
0.0.1a2 pre-release	2023-07-17
fastembed-0.0.1a2-py3-none-any.whl (8 KB)
0.0.1a1 pre-release	2023-07-17
fastembed-0.0.1a1-py3-none-any.whl (8 KB)

Issues with this package?

• Search issues for this package
• Package or version missing? Open a new issue
• Something else? Open a new issue