Update classify.py

classify.py

@@ -1,5 +1,5 @@
 """
-classify.py — 3-Tier Hybrid Pipeline (V11 — MAX SPEED + SAFE MULTIPROCESSING)
+classify.py — 3-Tier Hybrid Pipeline (V11 — MAX SPEED + SAFE MULTIPROCESSING + UI FIX)
 """
 from __future__ import annotations
 import os
@@ -30,6 +30,12 @@ def _make_result(label: str, tier: str, confidence, latency_ms: float) -> dict:
 def cached_llm_call(log_msg: str) -> str:
     return classify_with_llm(log_msg)
 
+# ── Single log (backward-compatible for UI) ─────────────────────────────────
+def classify_log(source: str, log_msg: str) -> dict:
+    """Used by Gradio real-time analyzer tab."""
+    results = classify_logs([(source, log_msg)])
+    return results[0]
+
 def classify_logs(logs: list[tuple[str, str]]) -> list[dict]:
     """Processes a chunk of logs."""
     n       = len(logs)