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andrebb/interviews

sourceHugging Faceupdated 1y agoView on Hugging Face
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App README

Interview Transcript Analysis Tool

A simple tool for analyzing interview transcripts using OpenAI's GPT-4o mini. This tool helps evaluate candidate responses based on predefined evaluation criteria.

Features

  • Anonymizes personal names in transcripts (replaces with "Interviewer" and "Candidate")
  • Analyzes interview transcripts against evaluation criteria
  • Identifies green flags and red flags
  • Provides follow-up chat functionality to ask questions about the analysis

Setup

  1. 1.Install the required dependencies:
   pip install -r requirements.txt
  1. 1.Create a .env file in the root directory with your OpenAI API key:
   OPENAI_API_KEY=your_openai_api_key_here
  1. 1.Run the application:
   python app.py

Usage

  1. 1.Enter the interviewer's name (will be anonymized in the analysis)
  2. 2.Paste the interview transcript
  3. 3.Click "Analyze Transcript" to generate the analysis
  4. 4.Use the Chat tab to ask follow-up questions about the analysis

Evaluation Criteria

The analysis evaluates candidates based on:

  • Company Knowledge and Research
  • Initiative and Value Addition
  • Problem-Solving Under Pressure
  • Team Collaboration
  • Stakeholder Management
  • Receptiveness to Feedback
  • Impact Measurement