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KhmerGPT: A Khmer Language Chatbot

Welcome to KhmerGPT, a chatbot designed to understand and respond in the Khmer language. This project is powered by an LLM model with an integrated speech-to-text (STT) and text-to-speech (TTS) system using Microsoft's Speech API. The chatbot interface is built using Streamlit for easy interaction and deployment.

Features

  • Khmer Language Support: The chatbot communicates in Khmer.
  • Groq API: Utilizes a custom LLM powered by Groq API for generating responses.
  • Speech-to-Text (STT): Converts user speech to text using Microsoft's Speech API.
  • Text-to-Speech (TTS): Converts chatbot text responses into speech using Microsoft's Speech API.
  • Streamlit Web App: Provides a user-friendly interface to interact with the chatbot.

Demo

Watch the demo video

Click the image above to watch a demo of KhmerGPT on YouTube!

Prerequisites

Before running the application, ensure you have the following:

  • Groq API Key: Required for accessing the LLM for text generation.
  • Microsoft Speech API Key: Required for speech-to-text (STT) and text-to-speech (TTS) functionalities.
  • Python 3.8+: Ensure Python is installed.

Installation

  1. Clone the repository: 
    git clone https://github.com/reachsak/khmergpt.git
cd khmergpt
streamlit run app.py