marian-client 0.11.0

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client.marian

A client for interacting with Marian-NMT websocket server (see MarianNMT).

How it wokrs

Grammatical Error Correction consists of 4 repositories: service.gec, library.gec, library.marian, 'client.marian:

• service.gec (QAI based REST service) imports library.marian
• library.marian calls service.marian via client.marian
• service.marian (C++ websocket server), fed with sentences, corrects them

In case tomorrow a better model is released...

• service.gec just instantize different Grammar object
• library.marian just changes calls/tokenization steps to call ...
• service.marian which is the main subject of change.

Usage

from marian_client import MarianClient

host = "0.0.0.0" 
port = "5000"

mc = MarianClient(PORT=port, HOST=host)

tokenized_sentence = "Alice like cats ."

success, corrected_sentence, error_info = mc(tokenized_sentence)

if success:
    print(corrected_sentence)
else:
    print(f"Call to MarianClient failed with error code {error_info[0]} and message {error_info[1]}")

Installation

pip install marian-client

License

Unlicensed.