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Update app.py
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app.py
CHANGED
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@@ -20,7 +20,6 @@ app.add_middleware(
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expose_headers=["*"]
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)
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# --- Konfiguracja backend贸w ---
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BACKENDS = {
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"qwen": {
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"url": os.environ.get("KAI_QWEN_URL", "https://your-qwen-space.hf.space"),
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@@ -45,7 +44,6 @@ class ChatRequest(BaseModel):
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stream: bool = True
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model: Optional[str] = None
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# --- Heurystyka wyboru modelu ---
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CODE_KEYWORDS = re.compile(r'\b(def|class|import|function|const|let|var|public|private|return|python|javascript|java|c\+\+|sql|html|css|json|api|docker|git|kod|funkcja|program|skrypt|algorytm)\b', re.I)
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MATH_KEYWORDS = re.compile(r'\b(oblicz|policz|r贸wnanie|ca艂ka|pochodna|macierz|prawdopodobie艅stwo|logarytm|pierwiastek|ile to|=\?|\d+\s*[\+\-\*\/]\s*\d+)\b', re.I)
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CREATIVE_KEYWORDS = re.compile(r'\b(napisz|wiersz|opowiadanie|historia|bajka|rap|tekst|piosenka|kreatywny|stw贸rz|wymy艣l|zr贸b post|dialog)\b', re.I)
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@@ -56,24 +54,20 @@ def route_model(messages: List[Message], forced_model: Optional[str] = None) ->
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user_text = " ".join([m.content for m in messages if m.role == "user"]).lower()
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# Priorytet 1: Kod lub matma -> Qwen
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if CODE_KEYWORDS.search(user_text) or MATH_KEYWORDS.search(user_text):
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return "qwen"
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# Priorytet 2: Kreatywne PL -> Mistral
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if CREATIVE_KEYWORDS.search(user_text):
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return "mistral"
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# Domy艣lnie: Mistral dla PL, Qwen dla reszty
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# Prosta heurystyka PL
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pl_chars = len(re.findall(r'[膮膰臋艂艅贸艣藕偶]', user_text))
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if pl_chars > 2:
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return "mistral"
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return "qwen"
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# ---
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async def
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backend = BACKENDS[backend_name]
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url = f"{backend['url']}/v1/chat/completions"
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headers = {
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@@ -82,27 +76,33 @@ async def proxy_to_backend(backend_name: str, request_data: dict, stream: bool):
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}
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async with httpx.AsyncClient(timeout=180.0) as client:
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async with client.stream("POST", url, json=request_data, headers=headers) as r:
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if r.status_code!= 200:
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err = await r.aread()
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raise HTTPException(r.status_code, f"Backend {backend_name} error: {err.decode()}")
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# Wysy艂amy info kt贸ry model zosta艂 u偶yty
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yield f": x-kai-model-used {backend_name}\n\n"
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yield f": connected\n\n"
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async for chunk in r.aiter_bytes():
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yield chunk
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else:
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r = await client.post(url, json=request_data, headers=headers)
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if r.status_code!= 200:
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# --- Endpointy ---
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@app.get("/", response_class=HTMLResponse)
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async def serve_frontend():
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with open("static/index.html", "r", encoding="utf-8") as f:
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@@ -113,18 +113,17 @@ async def chat_completions(data: ChatRequest, request: Request):
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chosen_backend = route_model(data.messages, data.model)
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request_data = data.dict()
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request_data.pop("model", None)
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if data.stream:
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generator =
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return StreamingResponse(generator, media_type="text/event-stream")
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else:
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result = await
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return JSONResponse(content=result)
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@app.get("/health")
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async def health():
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return {"status": "ok", "backends": list(BACKENDS.keys())}
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# Serwuj pliki statyczne
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app.mount("/static", StaticFiles(directory="static"), name="static")
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expose_headers=["*"]
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)
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BACKENDS = {
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"qwen": {
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"url": os.environ.get("KAI_QWEN_URL", "https://your-qwen-space.hf.space"),
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stream: bool = True
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model: Optional[str] = None
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CODE_KEYWORDS = re.compile(r'\b(def|class|import|function|const|let|var|public|private|return|python|javascript|java|c\+\+|sql|html|css|json|api|docker|git|kod|funkcja|program|skrypt|algorytm)\b', re.I)
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MATH_KEYWORDS = re.compile(r'\b(oblicz|policz|r贸wnanie|ca艂ka|pochodna|macierz|prawdopodobie艅stwo|logarytm|pierwiastek|ile to|=\?|\d+\s*[\+\-\*\/]\s*\d+)\b', re.I)
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CREATIVE_KEYWORDS = re.compile(r'\b(napisz|wiersz|opowiadanie|historia|bajka|rap|tekst|piosenka|kreatywny|stw贸rz|wymy艣l|zr贸b post|dialog)\b', re.I)
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user_text = " ".join([m.content for m in messages if m.role == "user"]).lower()
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if CODE_KEYWORDS.search(user_text) or MATH_KEYWORDS.search(user_text):
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return "qwen"
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if CREATIVE_KEYWORDS.search(user_text):
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return "mistral"
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pl_chars = len(re.findall(r'[膮膰臋艂艅贸艣藕偶]', user_text))
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if pl_chars > 2:
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return "mistral"
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return "qwen"
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# --- 2 oddzielne funkcje: stream i non-stream ---
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async def proxy_stream(backend_name: str, request_data: dict):
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backend = BACKENDS[backend_name]
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url = f"{backend['url']}/v1/chat/completions"
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headers = {
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}
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async with httpx.AsyncClient(timeout=180.0) as client:
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async with client.stream("POST", url, json=request_data, headers=headers) as r:
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if r.status_code!= 200:
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err = await r.aread()
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raise HTTPException(r.status_code, f"Backend {backend_name} error: {err.decode()}")
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yield f": x-kai-model-used {backend_name}\n\n"
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yield f": connected\n\n"
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async for chunk in r.aiter_bytes():
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yield chunk
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async def proxy_non_stream(backend_name: str, request_data: dict):
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backend = BACKENDS[backend_name]
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url = f"{backend['url']}/v1/chat/completions"
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headers = {
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"Authorization": f"Bearer {backend['key']}",
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"Content-Type": "application/json"
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}
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async with httpx.AsyncClient(timeout=180.0) as client:
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r = await client.post(url, json=request_data, headers=headers)
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if r.status_code!= 200:
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raise HTTPException(r.status_code, f"Backend {backend_name} error: {r.text}")
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data = r.json()
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data["kai_model_used"] = backend_name
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return data
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@app.get("/", response_class=HTMLResponse)
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async def serve_frontend():
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with open("static/index.html", "r", encoding="utf-8") as f:
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chosen_backend = route_model(data.messages, data.model)
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request_data = data.dict()
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request_data.pop("model", None)
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if data.stream:
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generator = proxy_stream(chosen_backend, request_data)
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return StreamingResponse(generator, media_type="text/event-stream")
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else:
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result = await proxy_non_stream(chosen_backend, request_data)
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return JSONResponse(content=result)
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@app.get("/health")
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async def health():
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return {"status": "ok", "backends": list(BACKENDS.keys())}
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app.mount("/static", StaticFiles(directory="static"), name="static")
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