Raiff1982 commited on
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1 Parent(s): c7512ac

Create multi_agent.py

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  1. components/multi_agent.py +15 -0
components/multi_agent.py ADDED
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+ from transformers import pipeline
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+
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+ class MultimodalAnalyzer:
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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)