aimped 0.1.2

Aimped is a unique library that provides classes and functions for only exclusively business-tailored AI-based NLP models.

aimped

Aimped is a unique python library that provides classes and functions for only exclusively business-tailored AI-based NLP models.

Installation

pip install aimped

Usage

import aimped
print(aimped.__version__)

Examples

Example 1

from aimped import nlp

result = nlp.sentence_tokenizer("Hi, welcome to aimped. Explore ai models.",language="english")
print(result)
# ['Hi, welcome to aimped.', 'Explore ai models.']

Example 2

from aimped.nlp.tokenizer import sentence_tokenizer

result = sentence_tokenizer("Hi, welcome to aimped. Explore ai models.",language="english")
print(result)
# ['Hi, welcome to aimped.', 'Explore ai models.']

Example 3

from aimped.nlp.pipeline import Pipeline

pipe = Pipeline(model=model, tokenizer=tokenizer, device='cpu')
result = pipe.ner_result(
                        text=text,
                        sents_tokens_list=sents_tokens_list,
                        sentences=sentences)
print(result)

Example 4

from aimped.nlp.pipeline import Pipeline
text = """Trotz aller medizinischen Interventionen konnte der bei dem Verkehrsunfall schwer verletzte Fahrer des Fahrzeugs nicht gerettet werden."""

pipe = Pipeline(model=model, tokenizer=tokenizer, device='cpu')
result = pipe.translation_result(
                        text=[text],
                        source_language = "german",
                        output_language = "english")
print(result)
# ['Despite all medical interventions, the driver of the vehicle who was severely injured in the traffic accident could not be saved.']