Raiff1982 commited on
Commit
ca56d66
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verified ·
1 Parent(s): 7792b25

Create multi_model_analyzer.py

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components/CodiriaoCore/multi_model_analyzer.py ADDED
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+
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+ from transformers import pipeline
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+
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+ class MultiAgentSystem:
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+
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+ """Analyzes and responds to multimodal inputs"""
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+ def __init__(self):
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+ self.image_pipeline = pipeline('image-classification')
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+ self.audio_pipeline = pipeline('automatic-speech-recognition')
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+
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+ def analyze_image(self, image_path: str) -> dict[str, any]:
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+ """Analyze image input"""
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+ return self.image_pipeline(image_path)
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+
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+ def analyze_audio(self, audio_path: str) -> dict[str, any]:
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+ """Analyze audio input"""
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+ return self.audio_pipeline(audio_path)