textgraphs
TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
✓DOI references
Found 2 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (12.3%) to scientific vocabulary
Keywords
Repository
TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
Basic Info
- Host: GitHub
- Owner: DerwenAI
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://huggingface.co/spaces/DerwenAI/textgraphs
- Size: 12.6 MB
Statistics
- Stars: 10
- Watchers: 4
- Forks: 1
- Open Issues: 0
- Releases: 9
Topics
Metadata Files
README.md
title: TextGraphs emoji: ✴ colorFrom: green colorTo: gray sdk: streamlit sdkversion: 1.28.2 appfile: app.py pinned: false
license: mit
TextGraphs
project info
Project home: https://huggingface.co/spaces/DerwenAI/textgraphs
Full documentation: https://derwen.ai/docs/txg/
Sample code is provided in demo.py
requirements
- Python 3.10+
deploy library from PyPi
Prepare the virtual environment:
bash
python3 -m venv venv
source venv/bin/activate
python3 -m pip install -U pip wheel setuptools
Install from PyPi:
bash
python3 -m pip install -U textgraphs
run demos locally
bash
python3 demo.py
bash
streamlit run app.py
install library from source locally
```bash python3 -m venv venv source venv/bin/activate
python3 -m pip install -U pip wheel setuptools python3 -m pip install -e . ```
To run the Streamlit or JupyterLab demos, also install:
bash
python3 -m pip install -r requirements-dev.txt
license and copyright
Source code for TextGraphs plus its logo, documentation, and examples have an MIT license which is succinct and simplifies use in commercial applications.
All materials herein are Copyright © 2023-2024 Derwen, Inc.
attribution
Please use the following BibTeX entry for citing TextGraphs if you
use it in your research or software:
bibtex
@software{TextGraphs,
author = {Paco Nathan},
title = {{TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph}},
year = 2023,
publisher = {Derwen},
doi = {10.5281/zenodo.10431783},
url = {https://github.com/DerwenAI/textgraphs}
}
star history
Owner
- Name: derwen.ai
- Login: DerwenAI
- Kind: organization
- Location: Sebastopol, CA
- Website: https://derwen.ai/
- Twitter: derwen_ai
- Repositories: 13
- Profile: https://github.com/DerwenAI
We provide enterprise customers with full-stack engineering for AI applications at enterprise scale, emphasizing open source integration.
Citation (CITATION)
@software{TextGraphs,
author = {Paco Nathan},
title = {{TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph}},
year = 2023,
publisher = {Derwen},
doi = {10.5281/zenodo.10431783},
url = {https://github.com/DerwenAI/textgraphs}
}
GitHub Events
Total
- Watch event: 7
Last Year
- Watch event: 7
Packages
- Total packages: 1
-
Total downloads:
- pypi 31 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 5
- Total maintainers: 1
pypi.org: textgraphs
TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
- Documentation: https://textgraphs.readthedocs.io/
- License: MIT License Copyright (c) 2023-2024 Derwen, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
Latest release: 0.5.0
published about 2 years ago
Rankings
Maintainers (1)
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- GitPython >= 3.1
- beautifulsoup4 >= 4.12
- icecream >= 2.1
- markdown2 >= 2.4
- matplotlib >= 3.8
- networkx >= 3.2
- pulp >= 2.7
- pyvis >= 0.3
- qwikidata >= 0.4
- spacy >= 3.7
- spacy-dbpedia-spotlight >= 0.2.6
- span_marker >= 1.5
- transformers >= 4.35
- wordcloud >= 1.9
- build >=1.0 development
- ipywidgets >=8.1 development
- jupyterlab >=4.0 development
- jupyterlab_execute_time >=3.1 development
- pre-commit >=3.5 development
- pytest >=7.4 development
- sense2vec >=2.0 development
- spacy-entity-linker >=1.0 development
- streamlit <1.29 development
- twine >=4.0 development
- watermark >=2.4 development
- GitPython >=3.1
- beautifulsoup4 >=4.12
- icecream >=2.1
- markdown2 >=2.4
- matplotlib >=3.8
- networkx >=3.2
- pulp >=2.7
- pyinstrument >=4.6
- pyvis >=0.3
- qwikidata >=0.4
- spacy >=3.7
- spacy-dbpedia-spotlight >=0.2.6
- span_marker >=1.5
- transformers >=4.35
- wordcloud >=1.9