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An Indonesian language chatbot with deep learning and NLP, that can answer user questions regarding university enrollment information.

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ndrvndr/chatbot-app

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Standalone Frontend Chatbot App

The project aims to create a standalone frontend chatbot app and connect it to a Python Flask backend via REST API for users to interact with the chatbot. The frontend will use Vite, React, HTML, CSS, and Tailwind CSS technologies. Users can ask questions and receive responses asynchronously without the need for page refresh. Additional features can be added to the chatbot based on needs. The backend of this project utilizes Python Flask to create a REST API endpoint, which can be found in this repository.

Demo

The live site can be accessed here

Run Locally

Clone the project

  git clone https://github.com/ndrvndr/chatbot-app.git

Go to the project directory

  cd chatbot-app
  code .

Install dependencies

  npm install

Start the server

  npm run dev

Environment Variables

To run this project, you will need to add the following environment variables to your .env file.

VITE_ENDPOINT is obtained after running the flask app with the python app.py command

To obtain these environment variables, you will need to create a Firebase project and obtain the necessary credentials.

VITE_API_KEY

VITE_AUTH_DOMAIN

VITE_APP_DATABASE_URL

VITE_PROJECT_ID

VITE_STORAGE_BUCKET

VITE_MESSAGING_SENDER_ID

VITE_APP_ID

VITE_MEASUREMENT_ID

Those environment variables are part of the Firebase configuration.

Tech Stack

Client: Vite+React, TailwindCSS

Server: Python, Flask

Attribution

The typing status component was built using code from https://github.com/hitchcliff/front-end-chatjs to get the typing animation effect.

Send button and forms use components from uiverse.io | Send Button | Forms

Dialog components created using headlessui.com and design inspired by Aether Design System. See the repository here

Disclosure components created using headlessui.com

Authors

Feedback

If you have any feedback, please contact me at [email protected]

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An Indonesian language chatbot with deep learning and NLP, that can answer user questions regarding university enrollment information.

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