https://github.com/FlagOpen/FlagEmbedding
embeddings information-retrieval llm retrieval-augmented-generation sentence-embeddings text-semantic-similarity
Score: 26.92409868020906
Last synced: about 16 hours ago
JSON representation
Repository metadata:
Retrieval and Retrieval-augmented LLMs
- Host: GitHub
- URL: https://github.com/FlagOpen/FlagEmbedding
- Owner: FlagOpen
- License: mit
- Created: 2023-08-02T02:08:11.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2026-08-24T02:57:42.000Z (16 days ago)
- Last Synced: 2026-09-02T08:47:04.734Z (7 days ago)
- Topics: embeddings, information-retrieval, llm, retrieval-augmented-generation, sentence-embeddings, text-semantic-similarity
- Language: Python
- Homepage: http://www.bge-model.com/
- Size: 51 MB
- Stars: 12,118
- Watchers: 60
- Forks: 910
- Open Issues: 906
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: FlagOpen
- Login: FlagOpen
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/114467038?v=4
- Repositories: 11
- Last Synced at: 2024-04-28T02:58:39.189Z
- Profile URL: https://github.com/FlagOpen
GitHub Events
Total
- Commit comment event: 2
- Create event: 5
- Delete event: 1
- Fork event: 283
- Issue comment event: 516
- Issues event: 310
- Member event: 1
- Pull request event: 169
- Pull request review event: 1
- Push event: 252
- Release event: 5
- Watch event: 3354
- Total: 4899
Last Year
- Delete event: 1
- Fork event: 26
- Issue comment event: 10
- Issues event: 5
- Pull request event: 13
- Push event: 11
- Watch event: 375
- Total: 441
Committers metadata
Last synced: 1 day ago
Total Commits: 1,203
Total Committers: 72
Avg Commits per committer: 16.708
Development Distribution Score (DDS): 0.721
Commits in past year: 38
Committers in past year: 5
Avg Commits per committer in past year: 7.6
Development Distribution Score (DDS) in past year: 0.474
| Name | Commits | |
|---|---|---|
| hanhainebula | 2****4@q****m | 336 |
| cfli | 5****1@q****m | 248 |
| shitao | 2****1@q****m | 116 |
| shitao | s****o@b****n | 101 |
| ZiyiXia | j****5@1****m | 98 |
| namespace-Pt | n****t@g****m | 86 |
| JUNJIE99 | 4****9 | 68 |
| ftgreat | f****t@1****m | 20 |
| zhengliu | 4****1 | 16 |
| lnxtree | u****3@h****n | 13 |
| Niklas Muennighoff | n****f@g****m | 12 |
| Yan Shu | 5****8@q****m | 10 |
| rainym00d | r****d@1****m | 3 |
| chinainfant | 3****t | 3 |
| Pascal Gula | p****a@g****m | 3 |
| Ikko Eltociear Ashimine | e****r@g****m | 3 |
| Yuichi Tateno | h****h@g****m | 2 |
| ayushrakesh | 1****h | 2 |
| fatih c. akyon | 3****n | 2 |
| pengjunfeng11 | 3****1 | 2 |
| Lao | k****c@g****m | 2 |
| Luis | l****o@g****m | 2 |
| blue-vision0 | 8****0 | 2 |
| zhouyiheng.go | z****o@b****m | 2 |
| Reimer Koopal | r****l@d****l | 2 |
| Michael Jay Berna | m****a@b****g | 2 |
| Charles | c****n@g****m | 2 |
| billvsme | 9****6@q****m | 1 |
| babyboy | 9****3@q****m | 1 |
| clay | c****7@g****m | 1 |
| and 42 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 931
Total pull requests: 335
Average time to close issues: 8 days
Average time to close pull requests: 9 days
Total issue authors: 619
Total pull request authors: 111
Average comments per issue: 1.1
Average comments per pull request: 0.26
Merged pull request: 208
Bot issues: 0
Bot pull requests: 0
Past year issues: 5
Past year pull requests: 22
Past year average time to close issues: N/A
Past year average time to close pull requests: about 2 months
Past year issue authors: 5
Past year pull request authors: 13
Past year average comments per issue: 1.2
Past year average comments per pull request: 0.18
Past year merged pull request: 8
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- sevenandseven (12)
- WangCC-77 (10)
- ZHAOFEGNSHUN (10)
- NLPJCL (10)
- Zhouziyi828 (9)
- Lahaina936 (9)
- charliedream1 (8)
- zeruiz99 (8)
- QuangTQV (7)
- LLLiHaotian (7)
- adol001 (7)
- zhaobinNF (7)
- mechigonft (6)
- drewskidang (6)
- seetimee (6)
Top Pull Request Authors
- hanhainebula (79)
- 545999961 (63)
- ZiyiXia (12)
- shuyansy (7)
- blue-vision0 (4)
- LEON-gittech (4)
- Muennighoff (4)
- daegonYu (4)
- AndyVerne (4)
- sigridjineth (4)
- billvsme (4)
- qratosone (3)
- khazic (3)
- neofung (3)
- JUNJIE99 (3)
Top Issue Labels
Top Pull Request Labels
Package metadata
- Total packages: 6
-
Total downloads:
- pypi: 525,733 last-month
- Total docker downloads: 168
- Total dependent packages: 4 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 61
- Total maintainers: 2
proxy.golang.org: github.com/flagopen/flagembedding
- Homepage:
- Documentation: https://pkg.go.dev/github.com/flagopen/flagembedding#section-documentation
- Licenses: mit
- Latest release: v1.4.2 (published 16 days ago)
- Last Synced: 2026-09-07T15:13:24.894Z (1 day ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.087%
- Average: 6.291%
- Dependent repos count: 6.495%
proxy.golang.org: github.com/FlagOpen/FlagEmbedding
- Homepage:
- Documentation: https://pkg.go.dev/github.com/FlagOpen/FlagEmbedding#section-documentation
- Licenses: mit
- Latest release: v1.4.2 (published 16 days ago)
- Last Synced: 2026-09-07T14:03:57.061Z (1 day ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.087%
- Average: 6.291%
- Dependent repos count: 6.495%
pypi.org: flagembedding
FlagEmbedding
- Homepage: https://github.com/FlagOpen/FlagEmbedding
- Documentation: https://flagembedding.readthedocs.io/
- Licenses: mit
- Latest release: 1.4.2 (published 16 days ago)
- Last Synced: 2026-09-07T14:04:18.528Z (1 day ago)
- Versions: 35
- Dependent Packages: 4
- Dependent Repositories: 1
- Downloads: 525,410 Last month
- Docker Downloads: 168
-
Rankings:
- Stargazers count: 1.569%
- Downloads: 2.804%
- Forks count: 4.331%
- Dependent packages count: 4.791%
- Average: 7.006%
- Dependent repos count: 21.535%
- Maintainers (2)
pypi.org: lm-cocktail
LM_Cocktail
- Homepage: https://github.com/FlagOpen/FlagEmbedding/LM_Cocktail
- Documentation: https://lm-cocktail.readthedocs.io/
- Licenses: mit
- Latest release: 0.0.4 (published over 2 years ago)
- Last Synced: 2026-09-07T14:03:18.943Z (1 day ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 287 Last month
-
Rankings:
- Stargazers count: 1.636%
- Forks count: 4.526%
- Dependent packages count: 10.027%
- Average: 20.901%
- Dependent repos count: 67.414%
- Maintainers (1)
pypi.org: flag-embedding
FlagEmbedding
- Homepage: https://github.com/FlagOpen/FlagEmbedding
- Documentation: https://flag-embedding.readthedocs.io/
- Licenses: mit
- Latest release: 1.0.1 (published about 3 years ago)
- Last Synced: 2026-09-07T14:02:29.191Z (1 day ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 9.91%
- Average: 32.843%
- Dependent repos count: 55.777%
- Maintainers (1)
pypi.org: c-mteb
Chinese Massive Text Embedding Benchmark
- Homepage: https://github.com/FlagOpen/FlagEmbedding/tree/master/C_MTEB
- Documentation: https://c-mteb.readthedocs.io/
- Licenses: mit
- Latest release: 1.1.1 (published over 2 years ago)
- Last Synced: 2026-09-07T14:02:54.609Z (1 day ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 36 Last month
-
Rankings:
- Dependent packages count: 7.587%
- Average: 38.46%
- Dependent repos count: 69.333%
- Maintainers (1)