Update app/main.py
Browse files- app/main.py +68 -95
app/main.py
CHANGED
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@@ -11,9 +11,8 @@ import websockets
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load_dotenv()
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-
app = FastAPI(title="Gemini Live Native-Audio WS Proxy", version="2.
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# Gemini Live API WebSocket endpoint (v1beta, BidiGenerateContent)
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GEMINI_LIVE_WS_URL = (
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"wss://generativelanguage.googleapis.com/ws/"
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"google.ai.generativelanguage.v1beta.GenerativeService.BidiGenerateContent"
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@@ -21,31 +20,54 @@ GEMINI_LIVE_WS_URL = (
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API_KEY = os.getenv("GEMINI_API_KEY", "").strip()
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#
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DEFAULT_TEMPERATURE = float(os.getenv("GEMINI_TEMPERATURE", "0.7"))
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DEFAULT_MAX_TOKENS = int(os.getenv("GEMINI_MAX_OUTPUT_TOKENS", "1024"))
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# Native-audio config defaults
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DEFAULT_VOICE = os.getenv("GEMINI_VOICE_NAME", "Kore")
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# input audio: most common is 16k PCM16 mono
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DEFAULT_INPUT_RATE = int(os.getenv("GEMINI_INPUT_AUDIO_RATE", "16000"))
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# output audio: docs commonly mention 24k PCM16
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DEFAULT_OUTPUT_RATE = int(os.getenv("GEMINI_OUTPUT_AUDIO_RATE", "24000"))
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# Debug passthrough (set to "1" to enable)
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DEBUG_GEMINI_RAW = os.getenv("DEBUG_GEMINI_RAW", "0").strip() == "1"
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@app.get("/health")
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async def health():
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ok = bool(API_KEY)
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return JSONResponse(
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{
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"ok": ok,
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"has_api_key": ok,
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"model":
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"voice": DEFAULT_VOICE,
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"input_rate": DEFAULT_INPUT_RATE,
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"output_rate": DEFAULT_OUTPUT_RATE,
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@@ -64,9 +86,6 @@ def _extract_text_parts(content: Dict[str, Any]) -> str:
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def _extract_inline_audio_parts(content: Dict[str, Any]) -> List[Dict[str, str]]:
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"""
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Returns list of {"mime": "...", "data": "base64..."} for any inlineData parts.
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"""
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parts = content.get("parts") or []
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out: List[Dict[str, str]] = []
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for p in parts:
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@@ -86,14 +105,13 @@ async def _gemini_ws_connect(setup_payload: Dict[str, Any]):
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ws = await websockets.connect(
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GEMINI_LIVE_WS_URL,
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extra_headers=headers,
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max_size=
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ping_interval=20,
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ping_timeout=20,
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)
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await ws.send(json.dumps(setup_payload))
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# wait for setupComplete
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while True:
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raw = await ws.recv()
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msg = json.loads(raw)
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@@ -105,28 +123,6 @@ async def _gemini_ws_connect(setup_payload: Dict[str, Any]):
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@app.websocket("/ws")
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async def ws_proxy(client_ws: WebSocket):
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"""
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Client protocol (native-audio + VAD friendly):
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-> {"type":"configure", "model": "...", "system_instruction": "...", "temperature": 0.7,
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"max_output_tokens": 1024, "voice": "Kore", "input_rate": 16000}
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(optional, must be first; else defaults are used)
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-> {"type":"audio","data":"<base64 pcm16 mono>","rate":16000}
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(send repeatedly while user is speaking)
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-> {"type":"audio_end"}
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(send when VAD decides user stopped speaking; triggers assistant response)
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-> {"type":"text","text":"..."} (optional helper; NOT the main mode for native audio)
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Server -> client:
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<- {"type":"ready"}
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<- {"type":"text_delta","text":"..."} (assistant text parts, if any)
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<- {"type":"audio_delta","mime":"...","data":"..."} (assistant audio chunks)
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<- {"type":"turn_complete"}
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<- {"type":"error","message":"..."}
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<- {"type":"gemini_raw","message":{...}} (only if DEBUG_GEMINI_RAW=1)
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"""
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await client_ws.accept()
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if not API_KEY:
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@@ -134,60 +130,57 @@ async def ws_proxy(client_ws: WebSocket):
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await client_ws.close(code=1011)
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return
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#
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cfg = {
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"model": DEFAULT_MODEL,
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"system_instruction": DEFAULT_SYSTEM,
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"temperature": DEFAULT_TEMPERATURE,
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"max_output_tokens": DEFAULT_MAX_TOKENS,
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"voice": DEFAULT_VOICE,
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"input_rate": DEFAULT_INPUT_RATE,
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}
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# if first message is not configure, we treat it as "not configure"
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# and stash it for later by putting it into a queue (simple: handle inline)
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return data
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# apply config
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if isinstance(data.get("model"), str) and data["model"].strip():
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cfg["model"] = data["model"].strip()
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if isinstance(data.get("system_instruction"), str) and data["system_instruction"].strip():
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cfg["system_instruction"] = data["system_instruction"].strip()
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if data.get("temperature") is not None:
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try:
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except Exception:
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pass
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if data.get("max_output_tokens") is not None:
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try:
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except Exception:
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pass
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try:
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except Exception:
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pass
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#
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# NOTE: For native-audio models, AUDIO modality is required.
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setup_payload = {
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"setup": {
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"model": cfg["model"],
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@@ -203,7 +196,6 @@ async def ws_proxy(client_ws: WebSocket):
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}
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},
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},
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# Enable transcripts so Scratch can display text while audio plays
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"inputAudioTranscription": {},
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"outputAudioTranscription": {},
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"systemInstruction": {
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try:
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gemini_ws = await _gemini_ws_connect(setup_payload)
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await client_ws.send_text(json.dumps({"type": "ready"}))
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except Exception as e:
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await client_ws.send_text(json.dumps({"type": "error", "message": f"Gemini setup failed: {e}"}))
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await client_ws.close(code=1011)
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return
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# If we consumed a non-config first message, we need to handle it.
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pending_first = first_non_config
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async def forward_client_to_gemini():
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nonlocal pending_first
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try:
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@@ -245,7 +234,6 @@ async def ws_proxy(client_ws: WebSocket):
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return
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if t == "audio":
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# expects base64 PCM16 mono
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b64 = data.get("data")
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rate = data.get("rate", cfg["input_rate"])
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if not isinstance(b64, str) or not b64:
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continue
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if t == "audio_end":
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payload = {"realtimeInput": {"audioStreamEnd": True}}
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await gemini_ws.send(json.dumps(payload))
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continue
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if t == "text":
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# Optional helper: send text as a turn (some native-audio sessions still accept it),
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# but for voice-first you should mainly use audio.
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text = data.get("text", "")
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if isinstance(text, str) and text.strip():
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payload = {
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await gemini_ws.send(json.dumps(payload))
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continue
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# Advanced passthrough
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if t == "live_raw" and isinstance(data.get("payload"), dict):
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await gemini_ws.send(json.dumps(data["payload"]))
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continue
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await client_ws.send_text(json.dumps({"type": "error", "message": f"Unknown message type: {t}"}))
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except WebSocketDisconnect:
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if isinstance(server_content, dict):
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model_turn = server_content.get("modelTurn")
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if isinstance(model_turn, dict):
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# text parts
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txt = _extract_text_parts(model_turn)
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if txt:
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await client_ws.send_text(json.dumps({"type": "text_delta", "text": txt}))
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# audio parts (inlineData)
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audios = _extract_inline_audio_parts(model_turn)
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for a in audios:
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await client_ws.send_text(
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json.dumps({"type": "audio_delta", "mime": a["mime"], "data": a["data"]})
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)
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# Some implementations also include transcription fields; pass through if present
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out_tx = server_content.get("outputTranscription")
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if isinstance(out_tx, dict) and isinstance(out_tx.get("text"), str):
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await client_ws.send_text(
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if server_content.get("generationComplete") is True:
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await client_ws.send_text(json.dumps({"type": "turn_complete"}))
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if "goAway" in msg:
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await client_ws.send_text(json.dumps({"type": "go_away", "goAway": msg["goAway"]}))
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except Exception as e:
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stop_event.set()
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try:
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load_dotenv()
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app = FastAPI(title="Gemini Live Native-Audio WS Proxy", version="2.1.0")
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GEMINI_LIVE_WS_URL = (
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"wss://generativelanguage.googleapis.com/ws/"
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"google.ai.generativelanguage.v1beta.GenerativeService.BidiGenerateContent"
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API_KEY = os.getenv("GEMINI_API_KEY", "").strip()
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# IMPORTANT: pick a REAL default model here (must support Live + native audio)
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# Put your known-working native audio model id below:
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FALLBACK_NATIVE_AUDIO_MODEL = "models/gemini-2.5-flash-native-audio-preview-12-2025"
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DEFAULT_MODEL = os.getenv("GEMINI_MODEL", FALLBACK_NATIVE_AUDIO_MODEL)
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DEFAULT_SYSTEM = os.getenv(
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"GEMINI_SYSTEM_INSTRUCTION",
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"You are a helpful assistant for a school coding club."
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)
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DEFAULT_TEMPERATURE = float(os.getenv("GEMINI_TEMPERATURE", "0.7"))
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DEFAULT_MAX_TOKENS = int(os.getenv("GEMINI_MAX_OUTPUT_TOKENS", "1024"))
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DEFAULT_VOICE = os.getenv("GEMINI_VOICE_NAME", "Kore")
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DEFAULT_INPUT_RATE = int(os.getenv("GEMINI_INPUT_AUDIO_RATE", "16000"))
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DEFAULT_OUTPUT_RATE = int(os.getenv("GEMINI_OUTPUT_AUDIO_RATE", "24000"))
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DEBUG_GEMINI_RAW = os.getenv("DEBUG_GEMINI_RAW", "0").strip() == "1"
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def _clean_str(x: Any) -> str:
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if not isinstance(x, str):
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return ""
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return x.strip()
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def _is_bad_model(s: str) -> bool:
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s2 = (s or "").strip().lower()
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return (not s2) or (s2 in {"undefined", "null", "none"})
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def _safe_model(model: Any) -> str:
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m = _clean_str(model)
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if _is_bad_model(m):
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m = _clean_str(DEFAULT_MODEL)
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if _is_bad_model(m):
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m = FALLBACK_NATIVE_AUDIO_MODEL
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return m
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@app.get("/health")
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async def health():
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model = _safe_model(DEFAULT_MODEL)
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ok = bool(API_KEY)
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return JSONResponse(
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{
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"ok": ok,
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"has_api_key": ok,
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"model": model,
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"voice": DEFAULT_VOICE,
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"input_rate": DEFAULT_INPUT_RATE,
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"output_rate": DEFAULT_OUTPUT_RATE,
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def _extract_inline_audio_parts(content: Dict[str, Any]) -> List[Dict[str, str]]:
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parts = content.get("parts") or []
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out: List[Dict[str, str]] = []
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for p in parts:
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ws = await websockets.connect(
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GEMINI_LIVE_WS_URL,
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extra_headers=headers,
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max_size=32 * 1024 * 1024,
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ping_interval=20,
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ping_timeout=20,
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)
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await ws.send(json.dumps(setup_payload))
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while True:
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raw = await ws.recv()
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msg = json.loads(raw)
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@app.websocket("/ws")
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async def ws_proxy(client_ws: WebSocket):
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await client_ws.accept()
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if not API_KEY:
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await client_ws.close(code=1011)
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return
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# Defaults per connection
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cfg = {
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"model": _safe_model(DEFAULT_MODEL),
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"system_instruction": _clean_str(DEFAULT_SYSTEM) or "You are helpful.",
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"temperature": DEFAULT_TEMPERATURE,
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"max_output_tokens": DEFAULT_MAX_TOKENS,
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"voice": _clean_str(DEFAULT_VOICE) or "Kore",
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"input_rate": DEFAULT_INPUT_RATE,
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}
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# Wait briefly for optional configure (FIRST message)
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pending_first: Optional[Dict[str, Any]] = None
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try:
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raw = await asyncio.wait_for(client_ws.receive_text(), timeout=1.2)
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first = json.loads(raw)
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if isinstance(first, dict) and first.get("type") == "configure":
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cfg["model"] = _safe_model(first.get("model"))
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si = _clean_str(first.get("system_instruction"))
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if si:
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cfg["system_instruction"] = si
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try:
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if first.get("temperature") is not None:
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cfg["temperature"] = float(first["temperature"])
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except Exception:
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pass
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try:
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if first.get("max_output_tokens") is not None:
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cfg["max_output_tokens"] = int(first["max_output_tokens"])
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except Exception:
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pass
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v = _clean_str(first.get("voice"))
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if v:
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cfg["voice"] = v
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try:
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if first.get("input_rate") is not None:
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cfg["input_rate"] = int(first["input_rate"])
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except Exception:
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pass
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| 172 |
+
await client_ws.send_text(json.dumps({"type": "configured"}))
|
| 173 |
+
else:
|
| 174 |
+
pending_first = first if isinstance(first, dict) else None
|
| 175 |
+
except asyncio.TimeoutError:
|
| 176 |
+
pass
|
| 177 |
+
except Exception:
|
| 178 |
+
pass
|
| 179 |
|
| 180 |
+
# FINAL guard (this prevents “undefined” ever reaching Gemini)
|
| 181 |
+
cfg["model"] = _safe_model(cfg["model"])
|
| 182 |
|
| 183 |
+
# Build native-audio session setup
|
|
|
|
| 184 |
setup_payload = {
|
| 185 |
"setup": {
|
| 186 |
"model": cfg["model"],
|
|
|
|
| 196 |
}
|
| 197 |
},
|
| 198 |
},
|
|
|
|
| 199 |
"inputAudioTranscription": {},
|
| 200 |
"outputAudioTranscription": {},
|
| 201 |
"systemInstruction": {
|
|
|
|
| 210 |
|
| 211 |
try:
|
| 212 |
gemini_ws = await _gemini_ws_connect(setup_payload)
|
| 213 |
+
await client_ws.send_text(json.dumps({"type": "ready", "model": cfg["model"]}))
|
| 214 |
except Exception as e:
|
| 215 |
await client_ws.send_text(json.dumps({"type": "error", "message": f"Gemini setup failed: {e}"}))
|
| 216 |
await client_ws.close(code=1011)
|
| 217 |
return
|
| 218 |
|
|
|
|
|
|
|
|
|
|
| 219 |
async def forward_client_to_gemini():
|
| 220 |
nonlocal pending_first
|
| 221 |
try:
|
|
|
|
| 234 |
return
|
| 235 |
|
| 236 |
if t == "audio":
|
|
|
|
| 237 |
b64 = data.get("data")
|
| 238 |
rate = data.get("rate", cfg["input_rate"])
|
| 239 |
if not isinstance(b64, str) or not b64:
|
|
|
|
| 255 |
continue
|
| 256 |
|
| 257 |
if t == "audio_end":
|
| 258 |
+
await gemini_ws.send(json.dumps({"realtimeInput": {"audioStreamEnd": True}}))
|
|
|
|
|
|
|
| 259 |
continue
|
| 260 |
|
| 261 |
if t == "text":
|
|
|
|
|
|
|
| 262 |
text = data.get("text", "")
|
| 263 |
if isinstance(text, str) and text.strip():
|
| 264 |
payload = {
|
|
|
|
| 270 |
await gemini_ws.send(json.dumps(payload))
|
| 271 |
continue
|
| 272 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 273 |
await client_ws.send_text(json.dumps({"type": "error", "message": f"Unknown message type: {t}"}))
|
| 274 |
|
| 275 |
except WebSocketDisconnect:
|
|
|
|
| 294 |
if isinstance(server_content, dict):
|
| 295 |
model_turn = server_content.get("modelTurn")
|
| 296 |
if isinstance(model_turn, dict):
|
|
|
|
| 297 |
txt = _extract_text_parts(model_turn)
|
| 298 |
if txt:
|
| 299 |
await client_ws.send_text(json.dumps({"type": "text_delta", "text": txt}))
|
| 300 |
|
|
|
|
| 301 |
audios = _extract_inline_audio_parts(model_turn)
|
| 302 |
for a in audios:
|
| 303 |
await client_ws.send_text(
|
| 304 |
json.dumps({"type": "audio_delta", "mime": a["mime"], "data": a["data"]})
|
| 305 |
)
|
| 306 |
|
|
|
|
| 307 |
out_tx = server_content.get("outputTranscription")
|
| 308 |
if isinstance(out_tx, dict) and isinstance(out_tx.get("text"), str):
|
| 309 |
await client_ws.send_text(
|
|
|
|
| 313 |
if server_content.get("generationComplete") is True:
|
| 314 |
await client_ws.send_text(json.dumps({"type": "turn_complete"}))
|
| 315 |
|
|
|
|
|
|
|
|
|
|
| 316 |
except Exception as e:
|
| 317 |
stop_event.set()
|
| 318 |
try:
|