TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
Project description
title: TextGraphs emoji: ✴ colorFrom: green colorTo: gray sdk: streamlit sdk_version: 1.28.2 app_file: 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:
python3 -m venv venv
source venv/bin/activate
python3 -m pip install -U pip wheel setuptools
Install from PyPi:
python3 -m pip install -U textgraphs
run demos locally
python3 demo.py
streamlit run app.py
install library from source locally
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:
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:
@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
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for textgraphs-0.5.0-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d694320c9a858aa401ddee898d2e5c640572b185d782b8802a804096ef67b758 |
|
MD5 | 37e8d306a2795a91cf8e866e59fbc844 |
|
BLAKE2b-256 | 69d056bd44deb45413115456b65661d1a95d76f0338ea5e94708d7f10cd34b8f |