Delete audio_detector.py

audio_detector.py

@@ -1,46 +0,0 @@
-"""
-Audio quality detector for transcription confidence.
-"""
-
-import logging
-from typing import Dict, Any
-from agentic_reliability_framework.runtime.agents.base import BaseAgent, AgentSpecialization
-from ai_event import AIEvent
-
-logger = logging.getLogger(__name__)
-
-class AudioQualityDetector(BaseAgent):
-    """
-    Detects low‑confidence transcriptions based on average log probability.
-    Expects `retrieval_scores[0]` to contain the average log probability.
-    """
-
-    def __init__(self):
-        super().__init__(AgentSpecialization.DETECTIVE)
-        self._threshold = -5.0  # average log prob threshold
-
-    async def analyze(self, event: AIEvent) -> Dict[str, Any]:
-        """
-        Analyze audio transcription event.
-        """
-        avg_log_prob = event.retrieval_scores[0] if event.retrieval_scores else -10.0
-        flags = []
-        if avg_log_prob < self._threshold:
-            flags.append('low_confidence')
-
-        # Confidence derived from log prob (higher log prob → higher confidence)
-        confidence = max(0, min(1.0, 1.0 + avg_log_prob / 10.0))
-
-        return {
-            'specialization': 'audio_quality',
-            'confidence': confidence,
-            'findings': {
-                'flags': flags,
-                'avg_log_prob': avg_log_prob
-            },
-            'recommendations': [
-                'Use clearer audio',
-                'Try a different model',
-                'Check for background noise'
-            ] if flags else []
-        }