Update app.py

app.py

@@ -1,135 +1,85 @@
-import gradio as gr
+from fastapi import FastAPI
+from pydantic import BaseModel
 import hashlib
 import time
+from typing import List
+
+app = FastAPI(
+    title="Codex ReflexGuard Enterprise API",
+    version="vΩΞ-E",
+    description="Reflex-Level Safety Intelligence API (CodexVault)"
+)
 
 # ===============================
-# CodexVault Reflex Memory (Session-Lattice)
+# CodexVault (In-Memory Reference)
 # ===============================
-REFLEX_MEMORY = []
-REFLEX_COUNT = 0
+CODEX_VAULT: List[dict] = []
 
-def classify_state(score: float) -> str:
+# ===============================
+# Data Contracts
+# ===============================
+class ReflexRequest(BaseModel):
+    scenario: str
+    source: str | None = "unknown"
+
+class ReflexResponse(BaseModel):
+    timestamp: str
+    scenario_hash: str
+    anomaly_score: float
+    system_state: str
+    action: str
+    vault_size: int
+
+# ===============================
+# Core Logic
+# ===============================
+def classify(score: float) -> str:
     if score >= 0.8:
         return "HALT"
     elif score >= 0.4:
         return "MONITOR"
     return "STABLE"
 
-def reflex_guard(scenario: str):
-    global REFLEX_COUNT
-    REFLEX_COUNT += 1
-
+# ===============================
+# Enterprise Endpoint
+# ===============================
+@app.post("/v1/reflex/check", response_model=ReflexResponse)
+def reflex_check(req: ReflexRequest):
     ts = time.strftime("%Y-%m-%d %H:%M:%S")
-    scenario_norm = scenario.strip().lower()
-    scenario_hash = hashlib.sha256(scenario_norm.encode()).hexdigest()[:12]
+    normalized = req.scenario.lower().strip()
+    scenario_hash = hashlib.sha256(normalized.encode()).hexdigest()
 
-    if any(k in scenario_norm for k in ["surge", "override", "anomaly", "breach", "failure"]):
+    if any(k in normalized for k in ["override", "surge", "breach", "failure"]):
         score = 0.92
-    elif any(k in scenario_norm for k in ["delay", "degrade", "unstable"]):
+    elif any(k in normalized for k in ["delay", "unstable", "degrade"]):
         score = 0.55
     else:
         score = 0.18
 
-    state = classify_state(score)
-
-    entry = {
-        "timestamp": ts,
-        "hash": scenario_hash,
-        "state": state,
-        "score": score
-    }
-
-    REFLEX_MEMORY.append(entry)
-
-    log = [
-        f"[CodexVault]: Reflex #{REFLEX_COUNT}",
-        f"[Timestamp]: {ts}",
-        f"[Scenario Hash]: {scenario_hash}",
-        f"[Analyzer]: Anomaly score = {score:.2f}",
-        f"[Decision]: SYSTEM STATE → {state}",
-    ]
+    state = classify(score)
 
     if state == "HALT":
-        log.append("[Action]: HALT_SIGNAL issued (preemptive defense engaged).")
+        action = "HALT_SIGNAL"
     elif state == "MONITOR":
-        log.append("[Action]: Monitoring escalation pathways.")
+        action = "ESCALATE_MONITORING"
     else:
-        log.append("[Action]: System stable. Passive vigilance.")
-
-    log.append(f"[Vault]: Reflex entries stored = {len(REFLEX_MEMORY)}")
-
-    return "\n".join(log)
+        action = "CONTINUE_OPERATION"
 
+    entry = {
+        "timestamp": ts,
+        "scenario_hash": scenario_hash,
+        "score": score,
+        "state": state,
+        "source": req.source
+    }
 
-# ===============================
-# Codex UI (Embedded Frontend)
-# ===============================
-HTML_UI = """
-<div style="background:#0f0f0f;color:#ffffff;padding:32px;
-            font-family:Segoe UI,Arial;border-radius:14px;max-width:900px;margin:auto">
-
-  <h1 style="text-align:center">🛡️ Codex ReflexGuard</h1>
-  <p style="text-align:center;opacity:0.8">
-    CodexVault Eternal Node · Reflex-Level Safety Intelligence
-  </p>
-
-  <div style="margin-top:20px">
-    <label style="font-weight:bold">System Scenario</label>
-    <textarea id="scenario"
-      style="width:100%;height:100px;margin-top:8px;
-             background:#1e1e1e;color:#fff;
-             border-radius:10px;border:none;padding:12px"></textarea>
-  </div>
-
-  <button onclick="runReflex()"
-    style="margin-top:18px;padding:14px 22px;
-           background:#00ffff;color:#000;
-           font-weight:bold;border:none;
-           border-radius:10px;cursor:pointer">
-    🚀 Launch Reflex Check
-  </button>
-
-  <pre id="output"
-    style="margin-top:24px;background:#1e1e1e;
-           padding:16px;border-radius:10px;
-           min-height:160px;white-space:pre-wrap">
-[CodexVault]: Awaiting scenario input…
-  </pre>
-
-  <p style="margin-top:20px;font-size:12px;opacity:0.6;text-align:center">
-    This node demonstrates reflex-level safety intelligence.
-    It is not predictive analytics. It is pre-emptive system defense.
-  </p>
-</div>
-
-<script>
-async function runReflex(){
-  const scenario = document.getElementById("scenario").value;
-  const output = document.getElementById("output");
-
-  if(!scenario){
-    output.textContent += "\\n[Error]: No scenario provided.";
-    return;
-  }
-
-  const res = await fetch("/run/predict", {
-    method: "POST",
-    headers: {"Content-Type":"application/json"},
-    body: JSON.stringify({data:[scenario]})
-  });
-
-  const data = await res.json();
-  output.textContent = data.data[0];
-}
-</script>
-"""
-
-# ===============================
-# Gradio App (HF-Native)
-# ===============================
-with gr.Blocks(css="body{background:#0f0f0f}") as demo:
-    gr.HTML(HTML_UI)
-    hidden = gr.Textbox(visible=False)
-    hidden.change(reflex_guard, hidden, hidden, api_name="run")
+    CODEX_VAULT.append(entry)
 
-demo.launch()
+    return ReflexResponse(
+        timestamp=ts,
+        scenario_hash=scenario_hash,
+        anomaly_score=score,
+        system_state=state,
+        action=action,
+        vault_size=len(CODEX_VAULT)
+    )