feat: add metrics

astrbot/core/astr_agent_run_util.py

@@ -258,8 +258,10 @@ async def run_live_agent(
                     chain=[
                         Json(
                             data={
-                                "duration": tts_duration,
-                                "first_frame_time": tts_first_frame_time,
+                                "tts_total_time": tts_duration,
+                                "tts_first_frame_time": tts_first_frame_time,
+                                "tts": tts_provider.meta().type,
+                                "chat_model": agent_runner.provider.get_model(),
                             }
                         )
                     ],

astrbot/dashboard/routes/live_chat.py

@@ -222,6 +222,10 @@ class LiveChatRoute(Route):
                 await websocket.send_json({"t": "error", "data": "语音识别服务未配置"})
                 return
 
+            await websocket.send_json(
+                {"t": "metrics", "data": {"stt": stt_provider.meta().type}}
+            )
+
             user_text = await stt_provider.get_text(audio_path)
             if not user_text:
                 logger.warning("[Live Chat] STT 识别结果为空")
@@ -314,12 +318,7 @@ class LiveChatRoute(Route):
                         await websocket.send_json(
                             {
                                 "t": "metrics",
-                                "data": {
-                                    "tts_total_time": stats.get("duration", 0),
-                                    "tts_first_frame_time": stats.get(
-                                        "first_frame_time", 0
-                                    ),
-                                },
+                                "data": stats,
                             }
                         )
                     except Exception as e:

dashboard/src/components/chat/LiveMode.vue

@@ -22,19 +22,22 @@
 
             <div class="metrics-container" v-if="Object.keys(metrics).length > 0">
                 <span v-if="metrics.wav_assemble_time">WAV Assemble: {{ (metrics.wav_assemble_time * 1000).toFixed(0)
-                }}ms</span>
+                    }}ms</span>
                 <span v-if="metrics.llm_ttft">LLM First Token Latency: {{ (metrics.llm_ttft * 1000).toFixed(0)
-                }}ms</span>
+                    }}ms</span>
                 <span v-if="metrics.llm_total_time">LLM Total Latency: {{ (metrics.llm_total_time * 1000).toFixed(0)
-                }}ms</span>
+                    }}ms</span>
                 <span v-if="metrics.tts_first_frame_time">TTS First Frame Latency: {{ (metrics.tts_first_frame_time *
                     1000).toFixed(0) }}ms</span>
                 <span v-if="metrics.tts_total_time">TTS Total Larency: {{ (metrics.tts_total_time * 1000).toFixed(0)
-                }}ms</span>
+                    }}ms</span>
                 <span v-if="metrics.speak_to_first_frame">Speak -> First TTS Frame: {{ (metrics.speak_to_first_frame *
                     1000).toFixed(0) }}ms</span>
                 <span v-if="metrics.wav_to_tts_total_time">Speak -> End: {{ (metrics.wav_to_tts_total_time *
                     1000).toFixed(0) }}ms</span>
+                <span v-if="metrics.stt">STT Provider: {{ metrics.stt }}</span>
+                <span v-if="metrics.tts">TTS Provider: {{ metrics.tts }}</span>
+                <span v-if="metrics.chat_model">Chat Model: {{ metrics.chat_model }}</span>
             </div>
         </div>
     </div>
@@ -93,6 +96,9 @@ interface LiveMetrics {
     tts_first_frame_time?: number;
     tts_total_time?: number;
     wav_to_tts_total_time?: number;
+    stt?: string;
+    tts?: string;
+    chat_model?: string;
 }
 const metrics = ref<LiveMetrics>({});