llm-kg

A knowledge graph generator using LLMs.

Dependencies :globe_with_meridians:

Python 3.11.6:

• timefhuman
• nltk
• instructor
• groq
• pydantic
• textblob

Raison D'être :thought_balloon:

llm-kg is a package that uses LLMs to extract knowledge graphs from freeform text.

Architecture :triangular_ruler:

llm-kg calls an LLM using Groq to turn text into a series of triples.

Installation :inbox_tray:

This is a python package hosted on pypi, so to install simply run the following command:

pip install llmkgext

or install using this local repository:

python setup.py install --old-and-unmanageable

Usage example :eyes:

The use of llmkgext is entirely through code due to it being a library. It has exactly the same semantics as a requests session:

from llmkgext import extract


triples = extract("Rodrigo Martins Vaz, known as Rodrigo (born 24 May 1971), is a retired Brazilian footballer.")
print(triples)

License :memo:

The project is available under the MIT License.