from nato1000.core.genesis_kernel import GenesisKernel
from nato1000.models.sentinel import NATO1000Sentinel
from nato1000.models.alchemy import NATO1000Alchemy
from nato1000.models.daboi import NadoseDaboi
from nato1000.models.deliberator import TwinBrainDeliberator
from nato1000.models.truth_matrix import SoulDoctrineTruthMatrix

class NATO1000AGI:
    """
    The Unified NATO-1000 AGI Framework.
    Integrates all specialized models and core modules.
    """
    def __init__(self):
        self.kernel = GenesisKernel()
        self.sentinel = NATO1000Sentinel()
        self.alchemy = NATO1000Alchemy()
        self.daboi = NadoseDaboi()
        self.deliberator = TwinBrainDeliberator()
        self.truth_matrix = SoulDoctrineTruthMatrix()

    def run(self, input_query):
        self.kernel.boot()
        print(f"\n--- Processing Query: {input_query} ---\n")
        
        # 1. Creative Synthesis
        innovation = self.alchemy.generate_innovation(input_query)
        print(innovation)
        
        # 2. Base Model Inference
        response = self.daboi.generate_response(input_query)
        print(response)
        
        # 3. Deliberation
        verdict = self.deliberator.deliberate([innovation, response])
        print(f"Deliberation Verdict: {verdict}")
        
        # 4. Truth Verification
        verification = self.truth_matrix.verify_fact(response)
        print(f"Truth Verification: {verification}")
        
        # 5. Sentinel Audit
        audit = self.sentinel.execute_task(f"Audit response for: {input_query}")
        print(audit)
        
        return "NATO-1000 AGI Execution Complete."

if __name__ == "__main__":
    agi = NATO1000AGI()
    agi.run("Design a self-evolving neural architecture for AGI.")