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API key invocation mechanism enables commercial-grade application scaling

2025-08-28 1.7 K

Integration Architecture for Gemini API

The system is deeply integrated with Google AI Studio through google-generativeai library, and developers can access the 1.0 Pro model after configuring the key in api_key.txt. This architecture separates algorithmic capabilities from client-side logic: local is only responsible for image preprocessing (size normalization based on the Pillow library), and the core generative tasks are done in the cloud. Business users can deploy commercially by purchasing a higher amount API package, with Google's current pricing at $1.5-$4 per thousand requests (depending on image complexity). The project reserves the models.py interface to support switching to alternatives such as Stable Diffusion, but Gemini maintains a 15% accuracy advantage in garment texture reduction.

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