AI_internship_project

AI Virtual Career Counsellor 🤖🎓

📌 Project Overview

The AI Virtual Career Counsellor is an NLP-based chatbot that helps users identify suitable career paths based on their interests. It uses Rasa for intent classification, NLTK for text preprocessing, and Streamlit for a simple and interactive web interface.

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🎯 Features

• Understands user interests using NLP
• Classifies inputs into career domains (Tech, Arts, Commerce)
• Recommends relevant career paths
• Interactive web-based chatbot UI
• Easy to train, test, and deploy

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🛠️ Technologies Used

• Python
• Rasa
• NLTK
• Streamlit
• YAML

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📂 Project Structure

├── app.py
├── requirements.txt
├── nltk_preprocessing.py
├── train_rasa.py
├── run_rasa.py
├── nlu.yml
├── domain.yml
├── stories.yml
├── config.yml
├── actions.py
├── credentials.yml
├── endpoints.yml

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🚀 How to Run the Project

1️⃣ Install Dependencies

pip install -r requirements.txt

2️⃣ Train Rasa Model

rasa train

3️⃣ Run Rasa Server

rasa run --enable-api --cors "*"

4️⃣ Start Streamlit App

streamlit run app.py

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🧪 Sample Input

I like coding and computers

🧾 Sample Output

You might enjoy a career in Software Development, Data Science, or Engineering.

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🌐 Deployment

• Streamlit frontend can be deployed using Streamlit Cloud
• Rasa backend can run locally or on a cloud server

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👤 Author

Made by Nikhil Kashmeeraben Rupala