Metadata-Version: 2.4
Name: kganalytica
Version: 0.1.1
Summary: Knowledge graph construction, comparison, and similarity toolkit for LLM contextual understanding
Author-email: Kithuni <kithuni.21@email.com>, Chamath <chamathg.21@cse.mrt.ac.lk>, Mamta <nallaretnam.21@cse.mrt.ac.lk>, Subavarshana <subavarshanaa.21@cse.mrt.ac.lk>
License: MIT
Keywords: knowledge-graph,llm,evaluation,triplet-analysis,graph-similarity,information-extraction
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: License
Requires-Dist: numpy>=1.24
Requires-Dist: networkx>=3.0
Requires-Dist: pandas>=2.0
Requires-Dist: python-dotenv>=1.0
Requires-Dist: sentence-transformers>=2.2.2
Requires-Dist: torch>=2.0
Requires-Dist: openai
Requires-Dist: google-genai
Requires-Dist: groq
Provides-Extra: graph
Requires-Dist: grakel>=0.1.10; extra == "graph"
Provides-Extra: dev
Requires-Dist: pytest>=7.0; extra == "dev"
Requires-Dist: build>=1.0; extra == "dev"
Requires-Dist: twine>=4.0; extra == "dev"
Requires-Dist: ruff>=0.5.0; extra == "dev"
Dynamic: license-file

# kganalytica

A Python research library for:

- constructing knowledge graphs from text
- comparing predicted and reference triplets
- measuring semantic and structural KG similarity

## Installation

```bash
pip install kganalytica
```

## API Token for pypi pypi-AgEIcHlwaS5vcmcCJGYyYWVjZjgwLTU4MTItNGRkOS1iZmQ1LTc5M2I0ZDI2NjJkZgACKlszLCJmOGIyZDlmOS0xMjMxLTRhNTAtOTY5YS03MzYzYmU1OTkwYzQiXQAABiAp24WnS1bYDfMb_aBqKewmZ4om8w5RWznKFEJA7Dq64g
