Spaces:
Sleeping
Sleeping
Update pipe_method3.py
Browse files- pipe_method3.py +36 -73
pipe_method3.py
CHANGED
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@@ -1,18 +1,9 @@
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"""
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Twilio Media Streams (bidirectional) + Vosk + OpenAI Answer + Piper -> Twilio playback
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-
What this version does:
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- NO intent / NO clarify JSON
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- Logs only:
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STT_FINAL> ...
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LLM_ANS> ...
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TTS> ...
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- Generation-id safe TTS
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- Better phone clarity using ffmpeg filters (highpass/lowpass/compand)
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- Proper 20ms pacing + keepalive marks to prevent WS idle timeouts
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HF Spaces notes:
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- DO NOT run uvicorn here
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- This
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so routes here must be relative:
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POST /voice -> /twilio/voice
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WS /stream -> /twilio/stream
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@@ -36,6 +27,7 @@ from fastapi.middleware.cors import CORSMiddleware
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from vosk import Model, KaldiRecognizer
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from openai import OpenAI
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# ----------------------------
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# Logging
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# ----------------------------
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@@ -95,18 +87,12 @@ LAST_STATE = {
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"updated_ms": 0,
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}
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# ----------------------------
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# LLM prompt
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# ----------------------------
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SYSTEM_PROMPT = (
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"You are a phone-call assistant. "
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"Reply in 1 short sentence (max 15 words). "
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"No filler. No greetings unless user greets first."
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)
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# ----------------------------
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# Cached Vosk model
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# ----------------------------
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_VOSK_MODEL = None
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def now_ms() -> int:
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@@ -160,11 +146,10 @@ def openai_answer_blocking(history: List[Dict], user_text: str) -> str:
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temperature=0.3,
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max_tokens=80,
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)
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return ans
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# ----------------------------
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# Piper TTS -> 8k mulaw
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# ----------------------------
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def piper_tts_to_mulaw(text: str) -> bytes:
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if not PIPER_MODEL_PATH:
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@@ -189,6 +174,7 @@ def piper_tts_to_mulaw(text: str) -> bytes:
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if r1.returncode != 0:
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raise RuntimeError(f"piper rc={r1.returncode} stderr={r1.stderr.decode('utf-8','ignore')[:500]}")
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af = "highpass=f=200,lowpass=f=3400,compand=attacks=0:decays=0.3:points=-80/-80|-20/-10|0/-3"
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r2 = subprocess.run(
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@@ -203,10 +189,7 @@ def piper_tts_to_mulaw(text: str) -> bytes:
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raise RuntimeError(f"ffmpeg rc={r2.returncode} stderr={r2.stderr.decode('utf-8','ignore')[:500]}")
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with open(mulaw_path, "rb") as f:
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P("TTS>", f"audio_bytes={len(data)}")
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return data
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finally:
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for p in (wav_path, mulaw_path):
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try:
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@@ -214,6 +197,7 @@ def piper_tts_to_mulaw(text: str) -> bytes:
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except Exception:
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pass
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# ----------------------------
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# Call state
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# ----------------------------
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@@ -228,7 +212,6 @@ class CallState:
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call_id: str
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stream_sid: str = ""
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# vad
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in_speech: bool = False
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speech_start_count: int = 0
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silence_count: int = 0
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@@ -236,22 +219,18 @@ class CallState:
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rec: Optional[KaldiRecognizer] = None
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# partials
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last_partial: str = ""
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last_partial_emit_ms: int = 0
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# outbound
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outbound_q: asyncio.Queue = field(default_factory=lambda: asyncio.Queue(maxsize=50000))
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outbound_task: Optional[asyncio.Task] = None
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keepalive_task: Optional[asyncio.Task] = None
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mark_i: int = 0
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# speaking / generation
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bot_speaking: bool = False
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cancel_llm: CancelFlag = field(default_factory=CancelFlag)
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tts_generation_id: int = 0
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# conversation history
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history: List[Dict] = field(default_factory=list)
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bot_lock: asyncio.Lock = field(default_factory=asyncio.Lock)
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@@ -259,9 +238,7 @@ class CallState:
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self.tts_generation_id += 1
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return self.tts_generation_id
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-
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# Keepalive marks (prevents WS ping timeout)
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# ----------------------------
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async def twilio_keepalive(ws: WebSocket, st: CallState):
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try:
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while True:
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@@ -280,39 +257,39 @@ async def twilio_keepalive(ws: WebSocket, st: CallState):
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except Exception as e:
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P("SYS>", f"keepalive_error={e}")
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# ----------------------------
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#
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#
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# POST /twilio/voice
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# WS /twilio/stream
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# ----------------------------
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@app.get("/health")
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async def health():
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return {"ok": True}
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@app.post("/voice")
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async def voice(request: Request):
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stream_url = TWILIO_STREAM_URL
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if not stream_url:
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host = request.headers.get("host")
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if host:
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#
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stream_url = f"wss://{host}/twilio/stream"
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P("SYS>", f"auto_stream_url={stream_url}")
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if not stream_url:
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return PlainTextResponse("TWILIO_STREAM_URL not set and host not found", status_code=500)
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return Response(content=build_twiml(stream_url), media_type="application/xml")
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@app.get("/voice")
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async def voice_get(request: Request):
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return await voice(request)
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@app.get("/
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async def
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return
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# ----------------------------
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# WebSocket /stream (
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# ----------------------------
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@app.websocket("/stream")
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async def stream(ws: WebSocket):
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await vad_and_stt(ws, st, pcm16_16k, is_speech)
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elif event == "mark":
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name = (msg.get("mark") or {}).get("name")
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P("TWILIO>", f"mark_received={name}")
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elif event == "stop":
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P("TWILIO>", "stop")
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break
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st.outbound_task.cancel()
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P("SYS>", "ws_closed")
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# ----------------------------
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# VAD + STT
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# ----------------------------
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@@ -428,6 +402,7 @@ async def vad_and_stt(ws: WebSocket, st: CallState, pcm16_16k: bytes, is_speech:
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if st.silence_count >= SPEECH_END_SILENCE_FRAMES:
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await finalize_utterance(ws, st, f"vad_silence_{SPEECH_END_SILENCE_FRAMES*FRAME_MS}ms")
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async def finalize_utterance(ws: WebSocket, st: CallState, reason: str):
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if not st.in_speech:
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return
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asyncio.create_task(bot_job())
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# ----------------------------
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# LLM Answer -> Speak
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# ----------------------------
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async def answer_and_speak(ws: WebSocket, st: CallState, user_text: str):
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st.cancel_llm = CancelFlag(False)
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st.history.append({"role": "user", "content": user_text})
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st.history = st.history[:1] + st.history[-8:]
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return openai_answer_blocking(st.history, user_text)
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ans = await loop.run_in_executor(None, worker)
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ans = (ans or "").strip()
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if not ans:
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ans = "Sorry, I didn’t catch that."
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P("LLM_ANS>", ans)
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await speak_text(ws, st, ans)
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-
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# Barge-in (clear + drain)
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# ----------------------------
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async def barge_in(ws: WebSocket, st: CallState):
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st.cancel_llm.set()
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st.bump_tts_generation()
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if st.stream_sid:
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await drain_queue(st.outbound_q)
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st.bot_speaking = False
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# Speak / TTS with generation-id
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# ----------------------------
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async def speak_text(ws: WebSocket, st: CallState, text: str):
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gen = st.bump_tts_generation()
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P("TWILIO>", "sent_clear")
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except Exception:
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pass
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await drain_queue(st.outbound_q)
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await tts_enqueue(st, text, gen)
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async def tts_enqueue(st: CallState, text: str, gen: int):
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my_gen = gen
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st.bot_speaking = True
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P("TTS>", f"text={text} gen={
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loop = asyncio.get_running_loop()
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try:
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st.bot_speaking = False
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return
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if
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P("TTS>", f"discard_gen my_gen={my_gen} current_gen={st.tts_generation_id}")
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return
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for fr in split_mulaw_frames(mulaw_bytes):
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if
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P("TTS>", f"discard_midstream my_gen={my_gen} current_gen={st.tts_generation_id}")
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return
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await st.outbound_q.put(base64.b64encode(fr).decode("ascii"))
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await st.outbound_q.put("__END_CHUNK__")
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async def outbound_sender(ws: WebSocket, st: CallState):
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try:
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while True:
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"""
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Twilio Media Streams (bidirectional) + Vosk + OpenAI Answer + Piper -> Twilio playback
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HF Spaces notes:
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- DO NOT run uvicorn here
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+
- This app is mounted at /twilio in app.py
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so routes here must be relative:
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POST /voice -> /twilio/voice
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WS /stream -> /twilio/stream
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from vosk import Model, KaldiRecognizer
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from openai import OpenAI
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+
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# ----------------------------
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# Logging
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# ----------------------------
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"updated_ms": 0,
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}
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SYSTEM_PROMPT = (
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"You are a phone-call assistant. "
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"Reply in 1 short sentence (max 15 words). "
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"No filler. No greetings unless user greets first."
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)
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_VOSK_MODEL = None
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def now_ms() -> int:
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temperature=0.3,
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max_tokens=80,
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)
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return (resp.choices[0].message.content or "").strip()
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# ----------------------------
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# Piper TTS -> 8k mulaw
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# ----------------------------
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def piper_tts_to_mulaw(text: str) -> bytes:
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if not PIPER_MODEL_PATH:
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if r1.returncode != 0:
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raise RuntimeError(f"piper rc={r1.returncode} stderr={r1.stderr.decode('utf-8','ignore')[:500]}")
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# clarity filter for phone audio
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af = "highpass=f=200,lowpass=f=3400,compand=attacks=0:decays=0.3:points=-80/-80|-20/-10|0/-3"
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r2 = subprocess.run(
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raise RuntimeError(f"ffmpeg rc={r2.returncode} stderr={r2.stderr.decode('utf-8','ignore')[:500]}")
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with open(mulaw_path, "rb") as f:
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return f.read()
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finally:
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for p in (wav_path, mulaw_path):
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try:
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except Exception:
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pass
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+
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# ----------------------------
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# Call state
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# ----------------------------
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call_id: str
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stream_sid: str = ""
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in_speech: bool = False
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speech_start_count: int = 0
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silence_count: int = 0
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rec: Optional[KaldiRecognizer] = None
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last_partial: str = ""
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last_partial_emit_ms: int = 0
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outbound_q: asyncio.Queue = field(default_factory=lambda: asyncio.Queue(maxsize=50000))
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outbound_task: Optional[asyncio.Task] = None
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keepalive_task: Optional[asyncio.Task] = None
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mark_i: int = 0
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bot_speaking: bool = False
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cancel_llm: CancelFlag = field(default_factory=CancelFlag)
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tts_generation_id: int = 0
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history: List[Dict] = field(default_factory=list)
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bot_lock: asyncio.Lock = field(default_factory=asyncio.Lock)
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self.tts_generation_id += 1
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return self.tts_generation_id
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+
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async def twilio_keepalive(ws: WebSocket, st: CallState):
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try:
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while True:
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except Exception as e:
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P("SYS>", f"keepalive_error={e}")
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# ----------------------------
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# Twilio Voice Webhook (FIXES 405)
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# Accept POST + GET + trailing slash
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# ----------------------------
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@app.post("/voice")
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@app.post("/voice/")
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@app.get("/voice")
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@app.get("/voice/")
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async def voice(request: Request):
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stream_url = TWILIO_STREAM_URL
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# Auto-build if not set
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if not stream_url:
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host = request.headers.get("host")
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if host:
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# mounted at /twilio, so final ws is /twilio/stream
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stream_url = f"wss://{host}/twilio/stream"
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P("SYS>", f"auto_stream_url={stream_url}")
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if not stream_url:
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return PlainTextResponse("TWILIO_STREAM_URL not set and host not found", status_code=500)
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return Response(content=build_twiml(stream_url), media_type="application/xml")
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@app.get("/health")
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async def health():
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return {"ok": True}
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# ----------------------------
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# WebSocket /stream (mounted => /twilio/stream)
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# ----------------------------
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@app.websocket("/stream")
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async def stream(ws: WebSocket):
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await vad_and_stt(ws, st, pcm16_16k, is_speech)
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elif event == "stop":
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P("TWILIO>", "stop")
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break
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st.outbound_task.cancel()
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P("SYS>", "ws_closed")
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+
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# ----------------------------
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| 358 |
# VAD + STT
|
| 359 |
# ----------------------------
|
|
|
|
| 402 |
if st.silence_count >= SPEECH_END_SILENCE_FRAMES:
|
| 403 |
await finalize_utterance(ws, st, f"vad_silence_{SPEECH_END_SILENCE_FRAMES*FRAME_MS}ms")
|
| 404 |
|
| 405 |
+
|
| 406 |
async def finalize_utterance(ws: WebSocket, st: CallState, reason: str):
|
| 407 |
if not st.in_speech:
|
| 408 |
return
|
|
|
|
| 429 |
|
| 430 |
asyncio.create_task(bot_job())
|
| 431 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 432 |
|
| 433 |
+
async def answer_and_speak(ws: WebSocket, st: CallState, user_text: str):
|
| 434 |
st.history.append({"role": "user", "content": user_text})
|
| 435 |
st.history = st.history[:1] + st.history[-8:]
|
| 436 |
|
|
|
|
| 440 |
return openai_answer_blocking(st.history, user_text)
|
| 441 |
|
| 442 |
ans = await loop.run_in_executor(None, worker)
|
| 443 |
+
ans = (ans or "").strip() or "Sorry, I didn’t catch that."
|
|
|
|
|
|
|
| 444 |
|
| 445 |
P("LLM_ANS>", ans)
|
| 446 |
|
|
|
|
| 449 |
|
| 450 |
await speak_text(ws, st, ans)
|
| 451 |
|
| 452 |
+
|
|
|
|
|
|
|
| 453 |
async def barge_in(ws: WebSocket, st: CallState):
|
|
|
|
| 454 |
st.bump_tts_generation()
|
| 455 |
|
| 456 |
if st.stream_sid:
|
|
|
|
| 463 |
await drain_queue(st.outbound_q)
|
| 464 |
st.bot_speaking = False
|
| 465 |
|
| 466 |
+
|
|
|
|
|
|
|
| 467 |
async def speak_text(ws: WebSocket, st: CallState, text: str):
|
| 468 |
gen = st.bump_tts_generation()
|
| 469 |
|
|
|
|
| 473 |
P("TWILIO>", "sent_clear")
|
| 474 |
except Exception:
|
| 475 |
pass
|
|
|
|
| 476 |
|
| 477 |
+
await drain_queue(st.outbound_q)
|
| 478 |
await tts_enqueue(st, text, gen)
|
| 479 |
|
| 480 |
+
|
| 481 |
async def tts_enqueue(st: CallState, text: str, gen: int):
|
|
|
|
| 482 |
st.bot_speaking = True
|
| 483 |
+
P("TTS>", f"text={text} gen={gen}")
|
| 484 |
|
| 485 |
loop = asyncio.get_running_loop()
|
| 486 |
try:
|
|
|
|
| 490 |
st.bot_speaking = False
|
| 491 |
return
|
| 492 |
|
| 493 |
+
if gen != st.tts_generation_id:
|
|
|
|
| 494 |
return
|
| 495 |
|
| 496 |
for fr in split_mulaw_frames(mulaw_bytes):
|
| 497 |
+
if gen != st.tts_generation_id:
|
|
|
|
| 498 |
return
|
| 499 |
await st.outbound_q.put(base64.b64encode(fr).decode("ascii"))
|
| 500 |
|
| 501 |
await st.outbound_q.put("__END_CHUNK__")
|
| 502 |
|
| 503 |
+
|
| 504 |
async def outbound_sender(ws: WebSocket, st: CallState):
|
| 505 |
try:
|
| 506 |
while True:
|