| Name | textgraphs JSON |
| Version |
0.3.1
JSON |
| download |
| home_page | |
| Summary | TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph |
| upload_time | 2024-01-04 21:59:55 |
| maintainer | |
| docs_url | None |
| author | |
| requires_python | >=3.10 |
| 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. |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
spacy
None
None
beautifulsoup4
GitPython
icecream
markdown2
matplotlib
networkx
pulp
pyinstrument
pyvis
qwikidata
spacy-dbpedia-spotlight
span_marker
transformers
wordcloud
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
---
title: TextGraphs
emoji: ✴
colorFrom: green
colorTo: gray
sdk: streamlit
sdk_version: 1.28.2
app_file: app.py
pinned: false
license: mit
---
# TextGraphs
[](https://zenodo.org/doi/10.5281/zenodo.10431783)
[](http://mypy-lang.org/)
<br/>
<img
alt="TextGraphs logo"
src="https://raw.githubusercontent.com/DerwenAI/textgraphs/main/docs/assets/logo.png"
width="231"
/>
## 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
To install from [PyPi](https://pypi.python.org/pypi/textgraphs):
```bash
python3 -m pip install -u textgraphs
python3 -m pip install git+https://github.com/thunlp/OpenNRE
```
NB: both the spaCy and PyPi teams induce packaging errors
since they have "opinionated" views which conflict against
each other and also don't quite follow the Python packaging
standards.
## run demos locally
```bash
python3 demo.py
```
```bash
./venv/bin/jupyter-lab
```
```bash
streamlit run app.py
```
## install library from a source code repo locally
```bash
python3 -m venv venv
source venv/bin/activate
python3 -m pip install -U pip wheel setuptools
python3 -m pip install -r requirements.txt
python3 -m pip install git+https://github.com/thunlp/OpenNRE
```
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](https://spdx.org/licenses/MIT.html)
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
[](https://star-history.com/#derwenai/textgraphs&Date)
Raw data
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