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Project created as part of the UTMIST LLM Acceleration program. It uses large language models to generate personalized questions that help users prepare for behavioral interviews.

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jnnchi/IQ-Gen

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IQ-Gen's LLM Interviewer

IQ-Gen is a project created as part of the UTMIST LLM Acceleration program, and aims to help young professionals prepare for behavioral interviews by utilizing a large language model to generate personalized interview questions. Users are able answer questions by speaking directly to their computer and will receive responses and follow-up questions from a virtual interviewer. The program will then analyze the response, and provide feedback on the user's word choice and the overall quality of the user’s response.

Prerequisites

Make sure you have the following installed on your machine:

Getting Started

Clone the Repository

  1. Open your terminal or command prompt.
  2. Navigate to the directory where you want to clone the repository.
  3. Run the following command to clone the repository:
https://github.com/jnnchi/IQ-Gen.git
  1. Navigate into the project directory.
cd your-repository
  1. Create a virtual environment.
python -m venv venv
  1. Activate the virtual environment.

For Windows

venv\Scripts\activate

For macOS and Linux

source venv/bin/activate

Install the dependencies

  1. Install required packages using pip.
pip install -r requirements.txt

Run the Project

  1. Run the app.py file
python app.py
  1. Open your browser and go to the project url: http://127.0.0.1:7000/

  2. Press Get Started to begin your mock interview.

Screenshot 2024-06-02 at 7 25 00 AM
  1. Press ‘start recording’ when you are ready to introduce yourself/record your answer to the question you get (make sure to enable microphone access).
Screenshot 2024-06-02 at 7 27 44 AM
  1. After you have finished your response, click ‘stop recording’.
Screenshot 2024-06-02 at 7 28 11 AM
  1. After you have read your feedback, When you are ready for your next interview question, click ‘next question’.
Screenshot 2024-06-03 at 6 02 48 PM
  1. When you want to end the interview, click ‘end interview’. This will bring you to a results page with an analysis of your interview
Screenshot 2024-06-03 at 6 07 22 PM

(Optional) PyPi Installation - Python Files Only

Visit this link to install our Python package: PyPi Installation. This will download only the Python files of our project. To download the full project, please follow the instructions for cloning from Github above.

  1. Scroll down until you see a Navigation menu on the left side of the screen.

  2. Click Download Files.

  3. Click the link under Source Distribution, and a zipped folder will download onto your computer.

  4. Unzip the folder

  5. Install dependencies if you haven’t already

pip install requirements.txt 

Good luck practicing for interviews!!

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Project created as part of the UTMIST LLM Acceleration program. It uses large language models to generate personalized questions that help users prepare for behavioral interviews.

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