Update main.py
Browse files
main.py
CHANGED
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@@ -30,9 +30,9 @@ DEFAULT_TEMP = float(os.getenv("DEFAULT_TEMPERATURE", "0.6"))
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DEFAULT_TOP_P = float(os.getenv("DEFAULT_TOP_P", "0.95"))
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DEFAULT_TOKENS = int(os.getenv("DEFAULT_MAX_TOKENS", "32000"))
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REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", "
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MAX_RETRIES = int(os.getenv("MAX_RETRIES", "3"))
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RETRY_BASE_DELAY = float(os.getenv("RETRY_BASE_DELAY", "1.
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logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
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log = logging.getLogger(__name__)
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@@ -49,7 +49,7 @@ async def get_client() -> Client:
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if _client is None:
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log.info("Connecting to %s", HF_SPACE_URL)
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_client = await asyncio.to_thread(Client, HF_SPACE_URL)
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log.info("Connected
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return _client
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@@ -106,8 +106,8 @@ async def lifespan(app: FastAPI):
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# ---------------------------------------------------------------------------
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app = FastAPI(
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title="
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version="
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lifespan=lifespan,
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)
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@@ -124,17 +124,27 @@ app.add_middleware(
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# ---------------------------------------------------------------------------
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def _content_str(m: Message) -> str:
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if isinstance(m.content, str):
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return m.content
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-
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if isinstance(p, dict)
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def _build_prompt(messages: list[Message]) -> str:
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system, parts = [], []
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for m in messages:
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c = _content_str(m).strip()
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if not c:
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@@ -144,77 +154,83 @@ def _build_prompt(messages: list[Message]) -> str:
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system.append(c)
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elif m.role == "assistant":
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parts.append(f"[ASSISTANT]\n{c}")
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parts.append(c)
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prefix = ""
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prefix = "[SYSTEM]\n" + "\n".join(system) + "\n[/SYSTEM]\n\n"
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return prefix + "\n\n".join(parts)
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# ---------------------------------------------------------------------------
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# Robust
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# ---------------------------------------------------------------------------
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def _extract_text(result: Any) -> str:
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if hasattr(result, "data"):
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result = result.data
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if isinstance(result, tuple):
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result = result["value"]
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return str(last["content"]).strip()
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if "value" in last:
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return str(last["value"]).strip()
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return str(last[1]).strip()
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if isinstance(
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# ---------------------------------------------------------------------------
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# Retry
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# ---------------------------------------------------------------------------
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async def _call_with_retries(
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for attempt in range(1, MAX_RETRIES + 1):
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try:
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return await asyncio.wait_for(
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except Exception as e:
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delay = RETRY_BASE_DELAY ** attempt
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log.warning(
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attempt,
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str(e),
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delay,
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)
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await asyncio.sleep(delay)
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# ---------------------------------------------------------------------------
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# Falcon Call
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# ---------------------------------------------------------------------------
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async def _call_falcon_once(prompt: str, req: ChatCompletionRequest) -> str:
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client = await get_client()
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@@ -238,65 +254,42 @@ async def _call_falcon_once(prompt: str, req: ChatCompletionRequest) -> str:
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return _extract_text(result)
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async def _call_falcon(prompt: str, req: ChatCompletionRequest) -> str:
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return await _call_with_retries(_call_falcon_once, prompt, req)
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# ---------------------------------------------------------------------------
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#
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# ---------------------------------------------------------------------------
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async def
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"""
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Stable streaming for HF Spaces:
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1. Generate full response with retries
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2. Stream chunks safely
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"""
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text = await _call_falcon(prompt, req)
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cid = f"chatcmpl-{uuid.uuid4().hex}"
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created = int(time.time())
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chunk = {
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {"content": text[i:i+16]},
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"finish_reason": None,
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}],
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}
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yield f"data: {json.dumps(chunk)}\n\n"
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await asyncio.sleep(0.02)
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final = {
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {},
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"finish_reason":
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}],
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}
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log.exception("Streaming crashed unexpectedly.")
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yield "data: [DONE]\n\n"
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# ---------------------------------------------------------------------------
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# OpenAI
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# ---------------------------------------------------------------------------
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def _make_response(text: str, req: ChatCompletionRequest) -> dict:
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@@ -330,23 +323,23 @@ async def chat_completions(req: ChatCompletionRequest, _: None = Depends(verify_
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prompt = _build_prompt(req.messages)
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try:
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return StreamingResponse(
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_safe_stream(prompt, req),
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media_type="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"Connection": "keep-alive",
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"X-Accel-Buffering": "no",
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},
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)
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text = await _call_falcon(prompt, req)
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return JSONResponse(content=_make_response(text, req))
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except Exception:
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log.exception("
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raise HTTPException(
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status_code=502,
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detail="Model temporarily unavailable. Please try again.",
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)
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DEFAULT_TOP_P = float(os.getenv("DEFAULT_TOP_P", "0.95"))
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DEFAULT_TOKENS = int(os.getenv("DEFAULT_MAX_TOKENS", "32000"))
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REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", "120"))
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MAX_RETRIES = int(os.getenv("MAX_RETRIES", "3"))
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RETRY_BASE_DELAY = float(os.getenv("RETRY_BASE_DELAY", "1.5"))
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logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
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log = logging.getLogger(__name__)
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if _client is None:
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log.info("Connecting to %s", HF_SPACE_URL)
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_client = await asyncio.to_thread(Client, HF_SPACE_URL)
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log.info("Connected.")
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return _client
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# ---------------------------------------------------------------------------
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app = FastAPI(
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title="Foc",
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version="5.0.0",
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lifespan=lifespan,
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)
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# ---------------------------------------------------------------------------
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def _content_str(m: Message) -> str:
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"""
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Extract ONLY text blocks.
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This preserves Dyad compatibility and filters UI noise.
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"""
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if isinstance(m.content, str):
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return m.content
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text_parts = []
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for p in m.content:
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if isinstance(p, dict) and p.get("type") == "text":
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text_parts.append(p.get("text", "").strip())
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return "".join(text_parts)
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def _build_prompt(messages: list[Message]) -> str:
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"""
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Preserve original F alignment.
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"""
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system, parts = [], []
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for m in messages:
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c = _content_str(m).strip()
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if not c:
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system.append(c)
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elif m.role == "assistant":
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parts.append(f"[ASSISTANT]\n{c}")
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elif m.role == "user":
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parts.append(c)
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prefix = "[SYSTEM]\n" + "\n".join(system) + "\n[/SYSTEM]\n" if system else ""
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return prefix + "\n".join(parts)
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# ---------------------------------------------------------------------------
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# Robust extraction
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# ---------------------------------------------------------------------------
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def _extract_text(result: Any) -> str:
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if isinstance(result, tuple):
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data = result
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elif hasattr(result, "data"):
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data = result.data
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else:
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data = [result]
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conversation = None
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for item in data:
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if isinstance(item, dict) and "value" in item:
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if isinstance(item["value"], list):
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conversation = item["value"]
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break
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elif isinstance(item, list):
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conversation = item
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break
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if not conversation:
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raise ValueError("Cannot extract conversation from result")
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last = conversation[-1]
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if isinstance(last, dict):
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content = last.get("content", "")
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elif isinstance(last, (list, tuple)) and len(last) >= 2:
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content = last[1] or ""
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else:
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content = str(last)
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if isinstance(content, list):
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parts = []
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for block in content:
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if isinstance(block, dict) and block.get("type") == "text":
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parts.append(block.get("content", block.get("text", "")))
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return "".join(parts).strip()
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return str(content).strip()
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# ---------------------------------------------------------------------------
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# Retry wrapper
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# ---------------------------------------------------------------------------
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async def _call_with_retries(prompt: str, req: ChatCompletionRequest) -> str:
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last_error = None
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for attempt in range(1, MAX_RETRIES + 1):
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try:
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return await asyncio.wait_for(
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_call_falcon_once(prompt, req),
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timeout=REQUEST_TIMEOUT,
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)
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except Exception as e:
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last_error = e
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if attempt == MAX_RETRIES:
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break
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delay = RETRY_BASE_DELAY ** attempt
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log.warning("Attempt %d failed: %s | retrying in %.2fs",
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attempt, str(e), delay)
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await asyncio.sleep(delay)
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raise last_error
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async def _call_falcon_once(prompt: str, req: ChatCompletionRequest) -> str:
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client = await get_client()
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return _extract_text(result)
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# ---------------------------------------------------------------------------
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# Streaming (buffered safe streaming)
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# ---------------------------------------------------------------------------
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async def _stream_sse(text: str, req: ChatCompletionRequest) -> AsyncGenerator[str, None]:
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cid = f"chatcmpl-{uuid.uuid4().hex}"
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created = int(time.time())
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for i in range(0, len(text), 8):
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chunk = {
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {"content": text[i:i+8]},
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"finish_reason": None,
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}],
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}
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yield f"data: {json.dumps(chunk)}\n\n"
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await asyncio.sleep(0.01)
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yield f"data: {json.dumps({
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'id': cid,
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'object': 'chat.completion.chunk',
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'created': created,
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'model': req.model,
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'choices': [{'index': 0, 'delta': {}, 'finish_reason': 'stop'}],
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})}\n\n"
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yield "data: [DONE]\n\n"
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# ---------------------------------------------------------------------------
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# OpenAI response builder
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# ---------------------------------------------------------------------------
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def _make_response(text: str, req: ChatCompletionRequest) -> dict:
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prompt = _build_prompt(req.messages)
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try:
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text = await _call_with_retries(prompt, req)
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except Exception:
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log.exception("Falcon failed after retries")
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raise HTTPException(
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status_code=502,
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detail="Model temporarily unavailable. Please try again.",
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)
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if req.stream:
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return StreamingResponse(
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_stream_sse(text, req),
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media_type="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"X-Accel-Buffering": "no",
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"Connection": "keep-alive",
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},
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)
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return JSONResponse(content=_make_response(text, req))
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