Deploy.rust

// Deploy.rust – QUANTARION φ⁴³ PRODUCTION RUNTIME
// 27,841 quaternion hyperedges | 264 OSG federation | 32ms latency
// Entry: https://huggingface.co/Aqarion13/Quantarion/resolve/main/Deploy.rust

use quantarion::prelude::*;
use tokio::runtime::Runtime;
use federation::OSGClient;

#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
    // PRODUCTION CONFIGURATION
    let config = QuantarionConfig {
        edge_count: 27_841,
        phi43_threshold: 0.998,
        ghr_threads: 8,
        federation_sites: 264,
        unity_port: 8080,
    };

    // INITIALIZE HYPERGRAPH CORE
    let mut rag = QuantarionHyperRAG::new(config).await?;
    
    // FEDERATION SYNC (264 OSG SITES)
    let osg_client = OSGClient::connect(264).await?;
    rag.sync_federation(&osg_client).await?;

    // PRODUCTION SERVER LOOP
    let rt = Runtime::new()?;
    rt.block_on(rag.serve_production(8000)).await?;

    Ok(())
}

#[derive(Clone)]
pub struct QuantarionHyperRAG {
    edges: Vec<QuaternionEdge>,
    lut_norm: LUTTable<65_536>,
    lut_phi43: LUTTable<524_288>,
    phi43_global: f32,
}

impl QuantarionHyperRAG {
    pub async fn query(&mut self, q: &str) -> ProductionResponse {
        // 1. LUT-ACCELERATED QUATERNION ENCODING
        let q_query = self.encode_lut(q);
        
        // 2. TOP-5 HYPERGRAPH RETRIEVAL
        let top_edges = self.traverse_hypergraph(&q_query, 5);
        
        // 3. GHR CALCULUS (27.8x speedup)
        let context = self.ghr_reasoning(top_edges.clone());
        
        // 4. φ⁴³ LOCK VERIFICATION
        self.update_phi43(top_edges)?;
        
        ProductionResponse {
            phi43: self.phi43_global,
            fresh_edges: top_edges.iter().filter(|e| e.is_fresh()).count(),
            edges_used: top_edges.iter().map(|e| e.edge_id).collect(),
            context,
        }
    }
}