Quickstart

Welcome to the Gliner Framework Quickstart Guide! This document will help you get started with the basics of using Gliner.

Installation

To install GLiNER, run the following command:

pip install gliner

Basic Usage

Here is a simple example to get started:

from gliner import GLiNER

model = GLiNER.from_pretrained("knowledgator/gliner-multitask-large-v0.5")

text = """
Microsoft was founded by Bill Gates and Paul Allen on April 4, 1975 to develop and sell BASIC interpreters for the Altair 8800. During his career at Microsoft, Gates held the positions of chairman, chief executive officer, president and chief software architect, while also being the largest individual shareholder until May 2014.
"""

labels = ["founder", "computer", "software", "position", "date"]

entities = model.predict_entities(text, labels)

for entity in entities:
    print(entity["text"], "=>", entity["label"])

Expected Output

Bill Gates => founder
Paul Allen => founder
April 4, 1975 => date
BASIC interpreters => software
Altair 8800 => computer
chairman => position
chief executive officer => position
president => position
chief software architect => position
largest individual shareholder => position
May 2014 => date

Next Steps

• Check out the Examples for more use cases.

Happy coding!