README.md

metadata

title: Codingo
emoji: 🤖
colorFrom: indigo
colorTo: blue
sdk: docker
app_file: app.py
pinned: false

Codingo — AI-Powered Smart Recruitment System

A Flask web app where companies post jobs and candidates apply, then an AI interviewer ("LUNA") conducts an automated voice interview and scores the candidate.

Required Space secrets

Set these under Settings → Variables and secrets:

Secret	Purpose
GROQ_API_KEY	LLM that generates interview questions and chatbot replies
QDRANT_API_URL	URL of the Qdrant cluster holding the interview questions
QDRANT_API_KEY	API key for that Qdrant cluster
DATABASE_URL	(optional) Postgres URL; if unset, the app uses SQLite in /tmp

Rebuilding the interview-question vector database

The interview_questions Qdrant collection is built from data/shuffled_questions.json (4233 Q&A pairs, all-MiniLM-L6-v2, 384-dim, cosine):

export QDRANT_API_URL="https://<cluster>.qdrant.io"
export QDRANT_API_KEY="<key>"
python scripts/rebuild_qdrant.py