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PROJECT SPECIFICATION
OpenVett
PythonFastAPINext.jsPostgreSQLRedisDockerpgvector

Overview & Architecture
OpenVett is an enterprise AI-powered hiring and technical assessment platform for generating, delivering, scoring, and managing candidate evaluations.
Key Capabilities:
• AI assessment generation: Creates customized, role-specific tests from job descriptions and skill requirements across Technical, Reasoning, and Problem-Solving tracks.
• Timed candidate exam portal: Candidate-facing secure test sessions with timers, progress tracking, and fraud prevention controls.
• Automated AI evaluation: Intelligent grading with skill breakdowns, strength/weakness matrices, and hiring recommendations.
• Admin dashboard: End-to-end management of jobs, candidate pipelines, question banks, and audit logging.
• Infrastructure & Ingress: Self-hosted Docker Compose stack with automatic GPU/CPU Ollama model selection (Gemma3), PostgreSQL + pgvector, Redis + ARQ workers, and Cloudflare Tunnel prod ingress.