src/core/processing_pipeline.py

from dataclasses import dataclass
from typing import Any, Dict, List

@dataclass
class ProcessingState:
    perception_data: Dict[str, Any]
    context: Dict[str, Any]
    consciousness_level: float
    attention_focus: Dict[str, float]

class ProcessingPipeline:
    def __init__(self):
        self.perception_encoder = MultiModalEncoder()
        self.context_integrator = ContextIntegrator()
        self.consciousness_filter = ConsciousnessFilter()
        self.reflective_analyzer = ReflectiveAnalyzer()
        
    def process(self, input_data: Any) -> ProcessingState:
        perception = self.perception_encoder.encode(input_data)
        context = self.context_integrator.integrate(perception)
        filtered_state = self.consciousness_filter.filter(context)
        return self.reflective_analyzer.analyze(filtered_state)