AI-Powered Recruitment Chatbot

An interactive recruitment chatbot built with Streamlit that conducts technical interviews and facilitates candidate interactions.

Features

• Candidate information collection
• Dynamic technical question generation based on candidate's tech stack
• Basic keyword-based answer evaluation
• Interactive chat interface
• Conversation history tracking
• Session state management

Prerequisites

• Python 3.8+
• Streamlit
• Groq API key

Installation

1. Clone repository:

   git clone <repository_url>
   cd <repository_name>

2. Install dependencies:

   pip install -r requirements.txt

3. Configure Groq API key in code

Usage

1. Start application:

   streamlit run app.py

2. Access at http://localhost:8501

3. Follow workflow:

   • Complete candidate information form
   • Answer technical interview questions
   • Engage in general chat
   • Review conversation history

Project Structure

• app.py: Main chatbot logic
• requirements.txt: Project dependencies
• README.md: Documentation

Components

Candidate Information Collection

• Gathers personal details and tech stack
• Generates tech-specific questions

Technical Question Evaluation

• Keyword-based response assessment

General Chat

• AI-powered conversations via Groq API
• Interactive chat interface

Conversation History

• Tracks full session dialogue

Example Workflow

1. Candidate provides information
2. System asks 3 tech stack-specific questions
3. Open chat session begins
4. Session concludes with farewell

Future Enhancements

• Advanced NLP answer evaluation
• Enhanced technical question customization
• Multi-step role-specific conversations
• User authentication