AI Interview Chatbot

Table of Content

• Overview
• Technical Aspect
• Installation
• Troubleshooting
• Directory Tree
• Bug / Feature Request
• Technologies Used

Overview

This project is an Interview Chatbot created using OpenAI's GPT-3.5 and the Streamlit framework. The chatbot generates job-specific interview questions and evaluates the candidate's responses. This is achieved using a sequence of prompts that leverage the language model's capabilities in creating questions and evaluating responses.

Interview-bot-Video.mp4

Technical Aspect

The Interview Chatbot project is primarily divided into two parts:

1. The generation of job-specific interview questions.
2. Evaluation of the candidate's responses to the questions.

Both tasks are accomplished using OpenAI's GPT-3.5 language model. The project uses Streamlit to create a simple and user-friendly web interface for the chatbot.

Installation

The installation steps are different for different OS.

Linux:

python3.8 --version
apt install python3.8-venv
python3 -m venv myenv
source myenv/bin/activate
pip install -r requirements.txt
export OPENAI_API_KEY=<your secret key>
streamlit run chatbot.py

Windows:

python3.8 -m venv myenv
myenv\Scripts\activate
pip install -r requirements.txt
export OPENAI_API_KEY=<your secret key>
streamlit run chatbot.py

Mac:

python3.8 -m venv myenv
source myenv/bin/activate
pip install -r requirements.txt
export OPENAI_API_KEY=<your secret key>
streamlit run chatbot.py

Remember to replace <your secret key> with your actual OpenAI API Key.

Troubleshooting

If you encounter errors while installing the dependencies from requirements.txt, try installing the packages individually using the following commands:

pip install openai
pip install streamlit
pip install streamlit-chat

Then, export your OpenAI API Key and run the chatbot:

export OPENAI_API_KEY=<your secret key>
streamlit run chatbot.py

Remember to replace <your secret key> with your actual OpenAI API Key.

Directory Tree

├── images
│   ├── openai.png
│   ├── streamlit.jpg
├── .gitignore
├── chatbot.py
├── config.py
├── utils.py
├── requirements.txt
└── README.md

Bug / Feature Request

If you find a bug (the website couldn't handle the query and / or gave undesired results), kindly open an issue here by including your search query and the expected result.

If you'd like to request a new function, feel free to do so by opening an issue here. Please include sample queries and their corresponding results.

Technologies Used