aimped 0.2.0

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 models.
In this version, we provide the following features: Sound processing tools and functions, NLP tools and functions, and a pipeline class for NLP tasks.

Installation

pip install aimped

Usage

import aimped
print(aimped.__version__)

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.utils import LimitChecker

checker = LimitChecker()
checker.check_video("video.mp4", input_limit=120)
# Output: True

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
from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM
from aimped.nlp import translation

checkpoint = "/path/to/model_checkpoint"
model = AutoModelForSeq2SeqLM.from_pretrained(checkpoint)
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
device = 0
aimped = Pipeline(model=model, tokenizer=tokenizer, device=device)
aimped.translation_result(["text1_de","text2_de",...],source_language="german", output_language="english")