https://github.com/codito/suma
Document summarization with local llm
https://github.com/codito/suma
Last synced: 5 months ago
JSON representation
Document summarization with local llm
- Host: GitHub
- URL: https://github.com/codito/suma
- Owner: codito
- Created: 2023-08-19T03:01:53.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2023-09-20T16:52:05.000Z (over 2 years ago)
- Last Synced: 2025-02-24T17:13:44.101Z (about 1 year ago)
- Language: Python
- Size: 7.81 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Suma
Suma is an experimental command line app to summarize documents.
## Acknowledgements
**K-Medoid clustering** is described in [Clustering by means of
Medoids][k-medoid] by Kaufmann and Rousseeuw, 1987. Thanks to
[@bamdev](https://github.com/bamdevm) for sharing the idea.
[k-medoid]: https://wis.kuleuven.be/stat/robust/papers/publications-1987/kaufmanrousseeuw-clusteringbymedoids-l1norm-1987.pdf
**LexRank** is described in [this paper][lexrank] by Erkan and Radev. We're
using the implementation from SBert library [here][sbert-lexrank].
[lexrank]: https://arxiv.org/abs/1109.2128
[sbert-lexrank]: https://github.com/UKPLab/sentence-transformers/blob/master/examples/applications/text-summarization/LexRank.py