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About This Code

Technology Stack

Python 3.9+ FastAPI PyTorch sentence-transformers pandas NumPy Docker Redis

Key Features

  • Multi-variant embedding support
  • Professional ML training pipeline
  • Dependency injection architecture
  • Async/await performance optimization
  • Comprehensive test coverage

Performance Metrics

  • 37,030 anime dataset
  • < 150ms API responses
  • 68.4% ML test accuracy
  • < 2GB memory usage
  • 768-dim embeddings