“I am encountering an issue with FastAPI where I am unable to successfully load a machine learning model saved in the .keras format using Keras. Despite following standard procedures to load the model using tensorflow.keras.models.load_model(), the application throws errors indicating either file not found, compatibility issues with FastAPI and TensorFlow versions, or dependency conflicts. I have verified the file path and ensured that all necessary dependencies are installed, yet the issue persists. Detailed debugging attempts have included checking version compatibility between FastAPI, Keras, and TensorFlow, and confirming that the model file is accessible and correctly formatted. Despite these efforts, the model loading process fails consistently, hindering further integration of machine learning functionalities into my FastAPI application. Seeking guidance on resolving this issue to successfully integrate the Keras model into FastAPI.”
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