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