- Tokenization and Bag of Words Creation
- Data Preprocessing
- Neural Network Model
- Training the Model
- Model Evaluation
- Telegram Bot Integration
- Make it more inteligent and flexible
pip install numpy
pip install khmer-nltk
pip install python-telegram-bot
pip install torch
To get the quick way of using this code package, please install requirement.txt and read the comment in code header before run that code script.
- Check folder directory
- create virtual environment with "myEnv" folder
- install with requrements version module
- Check Bot Api
- Check Bot Username
- Make sure u aready istall library I mentioned. (if u have any issue, U can contact me by Telegram Directly @SOYTET)
Python ./App/ChatApp.py
While Running ChatApp.py Script, so u can make some chat with Telegram Bot which u integrate with your own
សួស្ដីបង
@misc{Chatbot,
author = {SOY TET},
title = {Khmer Telegram Traditional Chatbot},
year = {2023},
publisher = {GitHub},
journal = {GitHub repository}
}
- stopes: A library for preparing data for machine translation research
- LASER Language-Agnostic SEntence Representations
- Pretrained Models and Evaluation Data for the Khmer Language
- Multilingual Open Text 1.0: Public Domain News in 44 Languages
- ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
- Shared Task on Cross-lingual Open-Retrieval QA
- No Language Left Behind: Scaling Human-Centered Machine Translation
- Wordless
- A Simple and Fast Strategy for Handling Rare Words in Neural Machine Translation