https://github.com/PrithivirajDamodaran/FlashRank
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search
Score: 22.185209210118575
Last synced: about 5 hours ago
JSON representation
Repository metadata:
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
- Host: GitHub
- URL: https://github.com/PrithivirajDamodaran/FlashRank
- Owner: PrithivirajDamodaran
- License: apache-2.0
- Created: 2023-12-04T14:23:44.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2026-07-11T08:06:27.000Z (4 months ago)
- Last Synced: 2026-10-30T11:33:02.539Z (5 days ago)
- Topics: cross-encoder, full-text-search, hybrid-search, lexical-search, rag, ranking, reranking, retrieval-augmented-generation, semantic-search, vector-database, vector-search
- Language: Python
- Homepage:
- Size: 2.5 MB
- Stars: 1,012
- Watchers: 6
- Forks: 74
- Open Issues: 11
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Citation: CITATION.cff
-
Funding:
- Github: PrithivirajDamodaran
Owner metadata:
- Name: Prithivida
- Login: PrithivirajDamodaran
- Email:
- Kind: user
- Description: Dense, Sparse and Hybrid Embeddings for LLMs, Multimodal Modelling & Data Engineering. Checkout my (YouTube series on V+L, linked below)
- Website: https://www.youtube.com/@prithivida
- Location: Bangkok
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/7071019?u=bba5cdd1f9e7204d8f723d87138ddacc670aa066&v=4
- Repositories: 16
- Last Synced at: 2026-11-03T10:46:36.625Z
- Profile URL: https://github.com/PrithivirajDamodaran
GitHub Events
Total
- Create event: 1
- Fork event: 15
- Issue comment event: 13
- Issues event: 5
- Pull request event: 4
- Pull request review event: 3
- Push event: 1
- Release event: 1
- Watch event: 236
- Total: 279
Last Year
- Fork event: 2
- Issue comment event: 1
- Pull request event: 1
- Watch event: 27
- Total: 31
Committers metadata
Last synced: 1 day ago
Total Commits: 138
Total Committers: 9
Avg Commits per committer: 15.333
Development Distribution Score (DDS): 0.384
Commits in past year: 4
Committers in past year: 1
Avg Commits per committer in past year: 4.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Prithivi Da | p****a@P****l | 85 |
| Prithivi Da | P****a | 24 |
| Prithivida | d****j@g****m | 21 |
| Payne | q****i@1****m | 3 |
| Ritwik Baranwal | r****k@b****h | 1 |
| Prabhkaran Singh | p****u@g****m | 1 |
| Gustavo Pinto | g****o@z****r | 1 |
| Agamdeep Singh | 6****0 | 1 |
| Ivan Vlasov | i****v@r****m | 1 |
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 30
Total pull requests: 26
Average time to close issues: 12 days
Average time to close pull requests: 30 days
Total issue authors: 28
Total pull request authors: 13
Average comments per issue: 1.13
Average comments per pull request: 1.31
Merged pull request: 9
Bot issues: 0
Bot pull requests: 0
Past year issues: 1
Past year pull requests: 2
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.5
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- M1ha-Shvn (2)
- andy1xx8 (2)
- chrispy-snps (1)
- albertopasqualetto (1)
- vipinap98 (1)
- JarbasAl (1)
- kingsene19 (1)
- maruthiprithivi (1)
- khanzzirfan (1)
- monishmvm (1)
- wassim249 (1)
- ganarajpr (1)
- abhigrazitti (1)
- ulan-yisaev (1)
- NeevrajKB (1)
Top Pull Request Authors
- nmohr192 (6)
- IvVlasov (2)
- kaizer-rb (2)
- prabhkaran (2)
- sudhanshu746 (2)
- gustavopintozup (2)
- gnought (2)
- srimouli04 (2)
- jnash10 (2)
- synacktraa (1)
- Kagandi (1)
- AryanRG (1)
- qinyuanpei (1)
Top Issue Labels
- invalid (1)
- out-of-scope (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 468,591 last-month
- Total dependent packages: 1
- Total dependent repositories: 0
- Total versions: 27
- Total maintainers: 1
pypi.org: flashrank
Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines.
- Homepage: https://github.com/PrithivirajDamodaran/FlashRank
- Documentation: https://flashrank.readthedocs.io/
- Licenses: Apache 2.0
- Latest release: 0.2.10 (published almost 2 years ago)
- Last Synced: 2026-11-03T10:38:21.727Z (1 day ago)
- Versions: 27
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 468,591 Last month
-
Rankings:
- Dependent packages count: 10.105%
- Average: 38.669%
- Dependent repos count: 67.232%
- Maintainers (1)
Dependencies
- numpy *
- onnxruntime *
- requests *
- tokenizers *
- tqdm *