🛩️ ImmigraMate - Your Canadian Immigration Guide Chatbot

ImmigraMate is a chatbot designed to assist students and young professionals with Canadian immigration queries. Built using Gradio, it offers a user-friendly interface that simplifies the process of finding reliable immigration information, increasing user engagement and accessibility.

🌟 Features

• Conversational Guidance: Provides instant, conversational responses to common Canadian immigration questions.
• User-Friendly Interface: Utilizes Gradio for a simple, interactive user experience.
• Daily Interactions: Handles over 100 unique user interactions daily, demonstrating optimized performance and reliability.
• Scalable: Designed for scalability to meet the needs of a growing user base.

🚀 Tech Stack

• Gradio: Used for building a conversational and accessible user interface.

• Python: Backend logic for handling user interactions and chatbot responses.

• Machine Learning: Integrated with pre-trained language models to provide accurate and contextually relevant information.

• HuggingFaceSpaces: helps deploy user interface

  LINK

• https://huggingface.co/spaces/rachelcodes/chatbot.100x

🧠 How It Works

• User Interaction: The user interacts with the chatbot through a Gradio interface, entering their immigration-related questions.
• Response Generation: The chatbot uses a pre-trained language model to generate relevant responses, guiding the user through various aspects of Canadian immigration.
• Enhanced Performance: Regular updates and optimizations improve the chatbot's accuracy, user engagement, and daily interaction capacity.

📝 Project Structure

Here's a breakdown of the key components of this project:

• src/: Contains the main code files for the chatbot logic and Gradio interface.
• assets/: Stores icons, images, and other UI-related assets.
• models/: Includes pre-trained language models or links to external model downloads.
• data/: Sample datasets for testing and training the chatbot.
• notebooks/: Jupyter Notebooks for experimenting with model training and improving chatbot responses.
• requirements.txt: Lists the Python dependencies required for this project.

🛠️ Getting Started

Prerequisites

• Python 3.8+
• Gradio installed

Installation

1. Clone this repository:

   git clone https://github.com/your-username/immigramate-chatbot.git
   cd immigramate-chatbot

2. Install the required packages:

   pip install -r requirements.txt

3. Run the Chatbot:

   python src/app.py

4. Open the Gradio Interface:

   • Navigate to the URL provided in the terminal to start using the chatbot.

🎯 What's Next?

• Adding support for more complex immigration scenarios.
• Integrating a more advanced natural language processing model to enhance response accuracy.
• Building a database of frequently asked questions to provide faster and more relevant responses.