This app shows how ChatGPT can be used to generate helpful feedback and coaching for people taking job interviews.
This application will analyze a question asked by the hiring manager, the response given by the candidate, and information about what coursework and challenges the candidate has solved to provide feedback and a suggested response.
I wrote this app to help MeritAmerica, a non-profit that helps re-train adults in tech careers. I was told that often the first time the learners in MeritAmerica's program have ever used zoom is in the training. It's not a surprise then that people who have passed coursework will be unconfident in their skills, nervous, and struggle to market their skills accordingly in a job interview.
The default question and answer were provided to me by MeritAmerica as a typical example. The app does a pretty good job at recommending a better answer!
The next step would be to review actual interviews from the candidate and automatically review and create response suggestions.
- Two modes: Page 1 — Single question and answer feedback. Page 2 — feedback on an entire interview transcript
- Runs OpenAI API calls async
- Provides a score from 1-10 on the candidates response
- Provides constructive feedback
- Provides reinforcement to the candidate: which things did they do well that they should continue doing?
- Provides a suggested response
To install Interview Coach AI, follow these steps:
- Clone the repository: For this step you need Git installed, but you can just download the zip file instead by clicking the button at the top of this page ☝️
git clone https://github.com/wjessup/interview-coach-ai.git
- Install the required dependencies:
pip install -r requirements.txt
- Open
main.pyand set your API key here:openai.api_key = yourapikey
- Obtain your OpenAI API key from: https://platform.openai.com/account/api-keys.
- Run the
main.pyPython script via Streamlit in your terminal:
streamlit run main.py
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