HireAI - Human Insights and Recruitment Evaluator

HireAI is an interactive platform designed to evaluate candidate insights, recall, and analytical abilities using AI-driven assessments. This project uses React, TypeScript, Vite, and LangChain's OpenAI API to deliver a smooth and responsive experience for candidates and assessors.

Project Definition

The project allows a candidate to authorise themselves using Auth0 to start their assessment. Based on a project topic, selected from a time travel theme of events in the past, a candidate has to query GPT to gain further insight into the topic. GPT (set with a low temperature and a complex model) will make deterministic judgements into a candidates ability to deduce information, evaluate recall and process higher-order thinking through our number question styles. A report (which is intended for the hiring managers), created through streamlit, is then made available to the candidate so they can see how they performed on the question types and a measure of their learning ability.

Project Setup

This project uses Vite for fast refresh and modern development, and it integrates with an Express server for backend interactions with the OpenAI API.

Prerequisites

• Node.js (v14 or higher recommended)
• npm

Local Development

To run this project locally, follow these steps:

• Clone the Repository

git clone https://github.com/yourusername/HireAI.git
cd HireAI

• Install Dependencies:

npm install

• Set Up Environment Variables: Create a .env file in the root directory and add your OpenAI API key and other environment variables.

OPENAI_API_KEY=your_openai_api_key

• Run servers Run the ports 3000 and 5173 by running

npm run dev

Expanding the ESLint configuration

If you are developing a production application, we recommend updating the configuration to enable type aware lint rules:

• Configure the top-level parserOptions property like this:

export default tseslint.config({
  languageOptions: {
    // other options...
    parserOptions: {
      project: ['./tsconfig.node.json', './tsconfig.app.json'],
      tsconfigRootDir: import.meta.dirname,
    },
  },
})

• Replace tseslint.configs.recommended to tseslint.configs.recommendedTypeChecked or tseslint.configs.strictTypeChecked
• Optionally add ...tseslint.configs.stylisticTypeChecked
• Install eslint-plugin-react and update the config:

// eslint.config.js
import react from 'eslint-plugin-react'

export default tseslint.config({
  // Set the react version
  settings: { react: { version: '18.3' } },
  plugins: {
    // Add the react plugin
    react,
  },
  rules: {
    // other rules...
    // Enable its recommended rules
    ...react.configs.recommended.rules,
    ...react.configs['jsx-runtime'].rules,
  },
})