Spaces:
Sleeping
Sleeping
Update pipe_method3.py
Browse files- pipe_method3.py +52 -19
pipe_method3.py
CHANGED
|
@@ -1,9 +1,13 @@
|
|
| 1 |
"""
|
| 2 |
Twilio Media Streams (bidirectional) + Vosk + OpenAI Answer + Piper -> Twilio playback
|
| 3 |
-
|
| 4 |
-
-
|
| 5 |
-
-
|
| 6 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
"""
|
| 8 |
|
| 9 |
import asyncio
|
|
@@ -35,6 +39,7 @@ log = logging.getLogger("twilio")
|
|
| 35 |
def P(tag: str, msg: str):
|
| 36 |
print(f"{tag} {msg}", flush=True)
|
| 37 |
|
|
|
|
| 38 |
# ----------------------------
|
| 39 |
# Env
|
| 40 |
# ----------------------------
|
|
@@ -47,8 +52,9 @@ OPENAI_MODEL = os.getenv("OPENAI_MODEL", "gpt-4o-mini").strip()
|
|
| 47 |
PIPER_BIN = os.getenv("PIPER_BIN", "piper").strip()
|
| 48 |
PIPER_MODEL_PATH = os.getenv("PIPER_MODEL_PATH", "").strip()
|
| 49 |
|
|
|
|
| 50 |
# ----------------------------
|
| 51 |
-
# FastAPI (
|
| 52 |
# ----------------------------
|
| 53 |
app = FastAPI()
|
| 54 |
app.add_middleware(
|
|
@@ -59,6 +65,7 @@ app.add_middleware(
|
|
| 59 |
allow_headers=["*"],
|
| 60 |
)
|
| 61 |
|
|
|
|
| 62 |
# ----------------------------
|
| 63 |
# Audio / Twilio
|
| 64 |
# ----------------------------
|
|
@@ -67,6 +74,7 @@ INPUT_RATE = 8000
|
|
| 67 |
STT_RATE = 16000
|
| 68 |
BYTES_PER_20MS_MULAW = int(INPUT_RATE * (FRAME_MS / 1000.0)) # 160 bytes @ 8kHz, 20ms
|
| 69 |
|
|
|
|
| 70 |
# ----------------------------
|
| 71 |
# VAD settings
|
| 72 |
# ----------------------------
|
|
@@ -76,6 +84,16 @@ SPEECH_END_SILENCE_FRAMES = 40 # 800ms
|
|
| 76 |
MAX_UTTERANCE_MS = 12000
|
| 77 |
PARTIAL_EMIT_EVERY_MS = 250
|
| 78 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 79 |
# ----------------------------
|
| 80 |
# LLM prompt
|
| 81 |
# ----------------------------
|
|
@@ -85,22 +103,17 @@ SYSTEM_PROMPT = (
|
|
| 85 |
"No filler. No greetings unless user greets first."
|
| 86 |
)
|
| 87 |
|
| 88 |
-
LAST_STATE = {
|
| 89 |
-
"connected": False,
|
| 90 |
-
"last_stt": "",
|
| 91 |
-
"last_llm": "",
|
| 92 |
-
"last_tts": "",
|
| 93 |
-
"updated_ms": 0,
|
| 94 |
-
}
|
| 95 |
|
| 96 |
# ----------------------------
|
| 97 |
# Cached Vosk model
|
| 98 |
# ----------------------------
|
| 99 |
_VOSK_MODEL = None
|
| 100 |
|
|
|
|
| 101 |
def now_ms() -> int:
|
| 102 |
return int(time.time() * 1000)
|
| 103 |
|
|
|
|
| 104 |
def build_twiml(stream_url: str) -> str:
|
| 105 |
return f"""<?xml version="1.0" encoding="UTF-8"?>
|
| 106 |
<Response>
|
|
@@ -111,6 +124,7 @@ def build_twiml(stream_url: str) -> str:
|
|
| 111 |
</Response>
|
| 112 |
"""
|
| 113 |
|
|
|
|
| 114 |
def split_mulaw_frames(mulaw_bytes: bytes) -> List[bytes]:
|
| 115 |
frames = []
|
| 116 |
for i in range(0, len(mulaw_bytes), BYTES_PER_20MS_MULAW):
|
|
@@ -120,6 +134,7 @@ def split_mulaw_frames(mulaw_bytes: bytes) -> List[bytes]:
|
|
| 120 |
frames.append(chunk)
|
| 121 |
return frames
|
| 122 |
|
|
|
|
| 123 |
async def drain_queue(q: asyncio.Queue):
|
| 124 |
try:
|
| 125 |
while True:
|
|
@@ -128,6 +143,7 @@ async def drain_queue(q: asyncio.Queue):
|
|
| 128 |
except asyncio.QueueEmpty:
|
| 129 |
return
|
| 130 |
|
|
|
|
| 131 |
# ----------------------------
|
| 132 |
# OpenAI
|
| 133 |
# ----------------------------
|
|
@@ -136,6 +152,7 @@ def openai_client() -> OpenAI:
|
|
| 136 |
raise RuntimeError("OPENAI_API_KEY not set")
|
| 137 |
return OpenAI(api_key=OPENAI_API_KEY)
|
| 138 |
|
|
|
|
| 139 |
def openai_answer_blocking(history: List[Dict], user_text: str) -> str:
|
| 140 |
client = openai_client()
|
| 141 |
msgs = [{"role": "system", "content": SYSTEM_PROMPT}]
|
|
@@ -151,6 +168,7 @@ def openai_answer_blocking(history: List[Dict], user_text: str) -> str:
|
|
| 151 |
)
|
| 152 |
return (resp.choices[0].message.content or "").strip()
|
| 153 |
|
|
|
|
| 154 |
# ----------------------------
|
| 155 |
# Piper TTS -> 8k mulaw
|
| 156 |
# ----------------------------
|
|
@@ -202,6 +220,7 @@ def piper_tts_to_mulaw(text: str) -> bytes:
|
|
| 202 |
except Exception:
|
| 203 |
pass
|
| 204 |
|
|
|
|
| 205 |
# ----------------------------
|
| 206 |
# Call state
|
| 207 |
# ----------------------------
|
|
@@ -211,6 +230,7 @@ class CancelFlag:
|
|
| 211 |
def set(self):
|
| 212 |
self.is_set = True
|
| 213 |
|
|
|
|
| 214 |
@dataclass
|
| 215 |
class CallState:
|
| 216 |
call_id: str
|
|
@@ -242,6 +262,7 @@ class CallState:
|
|
| 242 |
self.tts_generation_id += 1
|
| 243 |
return self.tts_generation_id
|
| 244 |
|
|
|
|
| 245 |
# ----------------------------
|
| 246 |
# Keepalive marks
|
| 247 |
# ----------------------------
|
|
@@ -263,35 +284,43 @@ async def twilio_keepalive(ws: WebSocket, st: CallState):
|
|
| 263 |
except Exception as e:
|
| 264 |
P("SYS>", f"keepalive_error={e}")
|
| 265 |
|
|
|
|
| 266 |
# ----------------------------
|
| 267 |
-
# HTTP
|
| 268 |
# ----------------------------
|
| 269 |
@app.get("/health")
|
| 270 |
async def health():
|
| 271 |
return {"ok": True}
|
| 272 |
|
|
|
|
| 273 |
@app.post("/voice")
|
| 274 |
async def voice(request: Request):
|
| 275 |
stream_url = TWILIO_STREAM_URL
|
| 276 |
if not stream_url:
|
| 277 |
host = request.headers.get("host")
|
| 278 |
if host:
|
|
|
|
| 279 |
stream_url = f"wss://{host}/twilio/stream"
|
| 280 |
P("SYS>", f"auto_stream_url={stream_url}")
|
|
|
|
| 281 |
if not stream_url:
|
| 282 |
return PlainTextResponse("TWILIO_STREAM_URL not set and host not found", status_code=500)
|
|
|
|
| 283 |
return Response(content=build_twiml(stream_url), media_type="application/xml")
|
| 284 |
|
|
|
|
| 285 |
@app.get("/voice")
|
| 286 |
async def voice_get(request: Request):
|
| 287 |
return await voice(request)
|
| 288 |
|
|
|
|
| 289 |
@app.get("/debug/last")
|
| 290 |
async def debug_last():
|
| 291 |
return LAST_STATE
|
| 292 |
|
|
|
|
| 293 |
# ----------------------------
|
| 294 |
-
# WebSocket
|
| 295 |
# ----------------------------
|
| 296 |
@app.websocket("/stream")
|
| 297 |
async def stream(ws: WebSocket):
|
|
@@ -355,6 +384,7 @@ async def stream(ws: WebSocket):
|
|
| 355 |
st.outbound_task.cancel()
|
| 356 |
P("SYS>", "ws_closed")
|
| 357 |
|
|
|
|
| 358 |
# ----------------------------
|
| 359 |
# VAD + STT
|
| 360 |
# ----------------------------
|
|
@@ -403,6 +433,7 @@ async def vad_and_stt(ws: WebSocket, st: CallState, pcm16_16k: bytes, is_speech:
|
|
| 403 |
if st.silence_count >= SPEECH_END_SILENCE_FRAMES:
|
| 404 |
await finalize_utterance(ws, st, f"vad_silence_{SPEECH_END_SILENCE_FRAMES*FRAME_MS}ms")
|
| 405 |
|
|
|
|
| 406 |
async def finalize_utterance(ws: WebSocket, st: CallState, reason: str):
|
| 407 |
if not st.in_speech:
|
| 408 |
return
|
|
@@ -429,19 +460,18 @@ async def finalize_utterance(ws: WebSocket, st: CallState, reason: str):
|
|
| 429 |
|
| 430 |
asyncio.create_task(bot_job())
|
| 431 |
|
|
|
|
| 432 |
# ----------------------------
|
| 433 |
-
# LLM
|
| 434 |
# ----------------------------
|
| 435 |
async def answer_and_speak(ws: WebSocket, st: CallState, user_text: str):
|
| 436 |
-
st.cancel_llm = CancelFlag(False)
|
| 437 |
-
|
| 438 |
st.history.append({"role": "user", "content": user_text})
|
| 439 |
st.history = st.history[:1] + st.history[-8:]
|
| 440 |
|
| 441 |
loop = asyncio.get_running_loop()
|
| 442 |
ans = await loop.run_in_executor(None, openai_answer_blocking, st.history, user_text)
|
| 443 |
-
|
| 444 |
ans = (ans or "").strip() or "Sorry, I didn’t catch that."
|
|
|
|
| 445 |
P("LLM_ANS>", ans)
|
| 446 |
|
| 447 |
st.history.append({"role": "assistant", "content": ans})
|
|
@@ -449,11 +479,11 @@ async def answer_and_speak(ws: WebSocket, st: CallState, user_text: str):
|
|
| 449 |
|
| 450 |
await speak_text(ws, st, ans)
|
| 451 |
|
|
|
|
| 452 |
# ----------------------------
|
| 453 |
# Barge-in
|
| 454 |
# ----------------------------
|
| 455 |
async def barge_in(ws: WebSocket, st: CallState):
|
| 456 |
-
st.cancel_llm.set()
|
| 457 |
st.bump_tts_generation()
|
| 458 |
|
| 459 |
if st.stream_sid:
|
|
@@ -466,6 +496,7 @@ async def barge_in(ws: WebSocket, st: CallState):
|
|
| 466 |
await drain_queue(st.outbound_q)
|
| 467 |
st.bot_speaking = False
|
| 468 |
|
|
|
|
| 469 |
# ----------------------------
|
| 470 |
# Speak / TTS
|
| 471 |
# ----------------------------
|
|
@@ -482,6 +513,7 @@ async def speak_text(ws: WebSocket, st: CallState, text: str):
|
|
| 482 |
await drain_queue(st.outbound_q)
|
| 483 |
await tts_enqueue(st, text, gen)
|
| 484 |
|
|
|
|
| 485 |
async def tts_enqueue(st: CallState, text: str, gen: int):
|
| 486 |
st.bot_speaking = True
|
| 487 |
P("TTS>", f"text={text} gen={gen}")
|
|
@@ -506,6 +538,7 @@ async def tts_enqueue(st: CallState, text: str, gen: int):
|
|
| 506 |
|
| 507 |
await st.outbound_q.put("__END_CHUNK__")
|
| 508 |
|
|
|
|
| 509 |
async def outbound_sender(ws: WebSocket, st: CallState):
|
| 510 |
try:
|
| 511 |
while True:
|
|
|
|
| 1 |
"""
|
| 2 |
Twilio Media Streams (bidirectional) + Vosk + OpenAI Answer + Piper -> Twilio playback
|
| 3 |
+
|
| 4 |
+
Spaces-safe changes:
|
| 5 |
+
- NO uvicorn.run()
|
| 6 |
+
- NO port binding
|
| 7 |
+
- Routes are RELATIVE because this app is mounted at /twilio by app.py
|
| 8 |
+
So:
|
| 9 |
+
POST /voice => /twilio/voice
|
| 10 |
+
WS /stream => /twilio/stream
|
| 11 |
"""
|
| 12 |
|
| 13 |
import asyncio
|
|
|
|
| 39 |
def P(tag: str, msg: str):
|
| 40 |
print(f"{tag} {msg}", flush=True)
|
| 41 |
|
| 42 |
+
|
| 43 |
# ----------------------------
|
| 44 |
# Env
|
| 45 |
# ----------------------------
|
|
|
|
| 52 |
PIPER_BIN = os.getenv("PIPER_BIN", "piper").strip()
|
| 53 |
PIPER_MODEL_PATH = os.getenv("PIPER_MODEL_PATH", "").strip()
|
| 54 |
|
| 55 |
+
|
| 56 |
# ----------------------------
|
| 57 |
+
# FastAPI (this is a sub-app)
|
| 58 |
# ----------------------------
|
| 59 |
app = FastAPI()
|
| 60 |
app.add_middleware(
|
|
|
|
| 65 |
allow_headers=["*"],
|
| 66 |
)
|
| 67 |
|
| 68 |
+
|
| 69 |
# ----------------------------
|
| 70 |
# Audio / Twilio
|
| 71 |
# ----------------------------
|
|
|
|
| 74 |
STT_RATE = 16000
|
| 75 |
BYTES_PER_20MS_MULAW = int(INPUT_RATE * (FRAME_MS / 1000.0)) # 160 bytes @ 8kHz, 20ms
|
| 76 |
|
| 77 |
+
|
| 78 |
# ----------------------------
|
| 79 |
# VAD settings
|
| 80 |
# ----------------------------
|
|
|
|
| 84 |
MAX_UTTERANCE_MS = 12000
|
| 85 |
PARTIAL_EMIT_EVERY_MS = 250
|
| 86 |
|
| 87 |
+
|
| 88 |
+
LAST_STATE = {
|
| 89 |
+
"connected": False,
|
| 90 |
+
"last_stt": "",
|
| 91 |
+
"last_llm": "",
|
| 92 |
+
"last_tts": "",
|
| 93 |
+
"updated_ms": 0,
|
| 94 |
+
}
|
| 95 |
+
|
| 96 |
+
|
| 97 |
# ----------------------------
|
| 98 |
# LLM prompt
|
| 99 |
# ----------------------------
|
|
|
|
| 103 |
"No filler. No greetings unless user greets first."
|
| 104 |
)
|
| 105 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 106 |
|
| 107 |
# ----------------------------
|
| 108 |
# Cached Vosk model
|
| 109 |
# ----------------------------
|
| 110 |
_VOSK_MODEL = None
|
| 111 |
|
| 112 |
+
|
| 113 |
def now_ms() -> int:
|
| 114 |
return int(time.time() * 1000)
|
| 115 |
|
| 116 |
+
|
| 117 |
def build_twiml(stream_url: str) -> str:
|
| 118 |
return f"""<?xml version="1.0" encoding="UTF-8"?>
|
| 119 |
<Response>
|
|
|
|
| 124 |
</Response>
|
| 125 |
"""
|
| 126 |
|
| 127 |
+
|
| 128 |
def split_mulaw_frames(mulaw_bytes: bytes) -> List[bytes]:
|
| 129 |
frames = []
|
| 130 |
for i in range(0, len(mulaw_bytes), BYTES_PER_20MS_MULAW):
|
|
|
|
| 134 |
frames.append(chunk)
|
| 135 |
return frames
|
| 136 |
|
| 137 |
+
|
| 138 |
async def drain_queue(q: asyncio.Queue):
|
| 139 |
try:
|
| 140 |
while True:
|
|
|
|
| 143 |
except asyncio.QueueEmpty:
|
| 144 |
return
|
| 145 |
|
| 146 |
+
|
| 147 |
# ----------------------------
|
| 148 |
# OpenAI
|
| 149 |
# ----------------------------
|
|
|
|
| 152 |
raise RuntimeError("OPENAI_API_KEY not set")
|
| 153 |
return OpenAI(api_key=OPENAI_API_KEY)
|
| 154 |
|
| 155 |
+
|
| 156 |
def openai_answer_blocking(history: List[Dict], user_text: str) -> str:
|
| 157 |
client = openai_client()
|
| 158 |
msgs = [{"role": "system", "content": SYSTEM_PROMPT}]
|
|
|
|
| 168 |
)
|
| 169 |
return (resp.choices[0].message.content or "").strip()
|
| 170 |
|
| 171 |
+
|
| 172 |
# ----------------------------
|
| 173 |
# Piper TTS -> 8k mulaw
|
| 174 |
# ----------------------------
|
|
|
|
| 220 |
except Exception:
|
| 221 |
pass
|
| 222 |
|
| 223 |
+
|
| 224 |
# ----------------------------
|
| 225 |
# Call state
|
| 226 |
# ----------------------------
|
|
|
|
| 230 |
def set(self):
|
| 231 |
self.is_set = True
|
| 232 |
|
| 233 |
+
|
| 234 |
@dataclass
|
| 235 |
class CallState:
|
| 236 |
call_id: str
|
|
|
|
| 262 |
self.tts_generation_id += 1
|
| 263 |
return self.tts_generation_id
|
| 264 |
|
| 265 |
+
|
| 266 |
# ----------------------------
|
| 267 |
# Keepalive marks
|
| 268 |
# ----------------------------
|
|
|
|
| 284 |
except Exception as e:
|
| 285 |
P("SYS>", f"keepalive_error={e}")
|
| 286 |
|
| 287 |
+
|
| 288 |
# ----------------------------
|
| 289 |
+
# HTTP (RELATIVE ROUTES)
|
| 290 |
# ----------------------------
|
| 291 |
@app.get("/health")
|
| 292 |
async def health():
|
| 293 |
return {"ok": True}
|
| 294 |
|
| 295 |
+
|
| 296 |
@app.post("/voice")
|
| 297 |
async def voice(request: Request):
|
| 298 |
stream_url = TWILIO_STREAM_URL
|
| 299 |
if not stream_url:
|
| 300 |
host = request.headers.get("host")
|
| 301 |
if host:
|
| 302 |
+
# IMPORTANT: mounted at /twilio in app.py
|
| 303 |
stream_url = f"wss://{host}/twilio/stream"
|
| 304 |
P("SYS>", f"auto_stream_url={stream_url}")
|
| 305 |
+
|
| 306 |
if not stream_url:
|
| 307 |
return PlainTextResponse("TWILIO_STREAM_URL not set and host not found", status_code=500)
|
| 308 |
+
|
| 309 |
return Response(content=build_twiml(stream_url), media_type="application/xml")
|
| 310 |
|
| 311 |
+
|
| 312 |
@app.get("/voice")
|
| 313 |
async def voice_get(request: Request):
|
| 314 |
return await voice(request)
|
| 315 |
|
| 316 |
+
|
| 317 |
@app.get("/debug/last")
|
| 318 |
async def debug_last():
|
| 319 |
return LAST_STATE
|
| 320 |
|
| 321 |
+
|
| 322 |
# ----------------------------
|
| 323 |
+
# WebSocket (RELATIVE ROUTE)
|
| 324 |
# ----------------------------
|
| 325 |
@app.websocket("/stream")
|
| 326 |
async def stream(ws: WebSocket):
|
|
|
|
| 384 |
st.outbound_task.cancel()
|
| 385 |
P("SYS>", "ws_closed")
|
| 386 |
|
| 387 |
+
|
| 388 |
# ----------------------------
|
| 389 |
# VAD + STT
|
| 390 |
# ----------------------------
|
|
|
|
| 433 |
if st.silence_count >= SPEECH_END_SILENCE_FRAMES:
|
| 434 |
await finalize_utterance(ws, st, f"vad_silence_{SPEECH_END_SILENCE_FRAMES*FRAME_MS}ms")
|
| 435 |
|
| 436 |
+
|
| 437 |
async def finalize_utterance(ws: WebSocket, st: CallState, reason: str):
|
| 438 |
if not st.in_speech:
|
| 439 |
return
|
|
|
|
| 460 |
|
| 461 |
asyncio.create_task(bot_job())
|
| 462 |
|
| 463 |
+
|
| 464 |
# ----------------------------
|
| 465 |
+
# LLM -> Speak
|
| 466 |
# ----------------------------
|
| 467 |
async def answer_and_speak(ws: WebSocket, st: CallState, user_text: str):
|
|
|
|
|
|
|
| 468 |
st.history.append({"role": "user", "content": user_text})
|
| 469 |
st.history = st.history[:1] + st.history[-8:]
|
| 470 |
|
| 471 |
loop = asyncio.get_running_loop()
|
| 472 |
ans = await loop.run_in_executor(None, openai_answer_blocking, st.history, user_text)
|
|
|
|
| 473 |
ans = (ans or "").strip() or "Sorry, I didn’t catch that."
|
| 474 |
+
|
| 475 |
P("LLM_ANS>", ans)
|
| 476 |
|
| 477 |
st.history.append({"role": "assistant", "content": ans})
|
|
|
|
| 479 |
|
| 480 |
await speak_text(ws, st, ans)
|
| 481 |
|
| 482 |
+
|
| 483 |
# ----------------------------
|
| 484 |
# Barge-in
|
| 485 |
# ----------------------------
|
| 486 |
async def barge_in(ws: WebSocket, st: CallState):
|
|
|
|
| 487 |
st.bump_tts_generation()
|
| 488 |
|
| 489 |
if st.stream_sid:
|
|
|
|
| 496 |
await drain_queue(st.outbound_q)
|
| 497 |
st.bot_speaking = False
|
| 498 |
|
| 499 |
+
|
| 500 |
# ----------------------------
|
| 501 |
# Speak / TTS
|
| 502 |
# ----------------------------
|
|
|
|
| 513 |
await drain_queue(st.outbound_q)
|
| 514 |
await tts_enqueue(st, text, gen)
|
| 515 |
|
| 516 |
+
|
| 517 |
async def tts_enqueue(st: CallState, text: str, gen: int):
|
| 518 |
st.bot_speaking = True
|
| 519 |
P("TTS>", f"text={text} gen={gen}")
|
|
|
|
| 538 |
|
| 539 |
await st.outbound_q.put("__END_CHUNK__")
|
| 540 |
|
| 541 |
+
|
| 542 |
async def outbound_sender(ws: WebSocket, st: CallState):
|
| 543 |
try:
|
| 544 |
while True:
|