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AI System Architecture

API Layer​

  • Use FastAPI (or similar)
  • Connect backend services to AI models
  • Handles:
    • Request routing
    • Model inference

Background Processing​

  • Use Celery / Redis Queue
  • Handles:
    • Audio transcription
    • Batch AI processing
    • Heavy workloads

✅ Prevents UI blocking
✅ Improves performance

Processing Flow​

  1. Input received
  2. AI pre-processing
  3. User interaction (assist)
  4. AI post-verification