Update app.py
Browse files
app.py
CHANGED
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@@ -6,24 +6,20 @@ import asyncio
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import logging
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import uvicorn
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import random
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-
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from fastapi import FastAPI, HTTPException, Request, Response
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from fastapi.middleware.cors import CORSMiddleware
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-
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from concurrent.futures import ThreadPoolExecutor
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from curl_cffi import requests as curl_requests
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-
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from typing import Dict, List, Optional, Tuple
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# =========================================================
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#
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# =========================================================
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-
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API_KEY = os.environ.get("API_KEY", "sk-your-secret-key")
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PORT = int(os.environ.get("PORT", 7860))
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-
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MAX_WORKERS = 50
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VALIDATION_INTERVAL = 300
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CACHE_FILE = "models_cache.json"
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MODEL_BLACKLIST = [
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@@ -43,27 +39,20 @@ MODEL_BLACKLIST = [
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VALIDATION_PROMPT = [
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{
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"role": "user",
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"content": "Reply only with OK"
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}
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]
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WORKING_MODELS: Dict[str, dict] = {}
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PROVIDER_MODEL_MAP: Dict[str, List[str]] = {}
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STATE_LOCK = asyncio.Lock()
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REQUEST_LIMITER = asyncio.Semaphore(25)
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EXECUTOR = ThreadPoolExecutor(max_workers=MAX_WORKERS)
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# FASTAPI
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# =========================================================
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app = FastAPI(
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title="Omega Orchestrator",
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version="3.0"
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)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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@@ -71,27 +60,16 @@ app.add_middleware(
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allow_headers=["*"]
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)
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logging.basicConfig(
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format="%(asctime)s - %(levelname)s - %(message)s"
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)
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logger = logging.getLogger("OMEGA")
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# =========================================================
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# HELPERS
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# =========================================================
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def get_stealth_headers():
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return {
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"User-Agent": (
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f"Mozilla/5.0 "
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f"
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f"
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f"(KHTML, like Gecko) "
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f"Chrome/{random.randint(120,124)}.0.0.0 "
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f"Safari/537.36"
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),
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"Origin": "https://g4f.space",
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"Referer": "https://g4f.space/",
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@@ -101,25 +79,33 @@ def get_stealth_headers():
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}
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def verify_api_key(request: Request) -> bool:
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if not API_KEY or API_KEY == "sk-your-secret-key":
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return True
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auth_header = request.headers.get("Authorization", "")
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x_api_key
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api_key_hdr = request.headers.get("api-key", "")
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candidates = []
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if auth_header.startswith("Bearer "):
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candidates.append(
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auth_header[len("Bearer "):].strip()
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)
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if x_api_key:
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candidates.append(x_api_key.strip())
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if api_key_hdr:
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candidates.append(api_key_hdr.strip())
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@@ -127,940 +113,538 @@ def verify_api_key(request: Request) -> bool:
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# =========================================================
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#
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# =========================================================
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def extract_content(data) -> Optional[str]:
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if not isinstance(data, dict):
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return None
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"
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if isinstance(choices, list) and choices:
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choice = choices[0]
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if isinstance(choice, dict):
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msg = choice.get("message")
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if isinstance(msg, dict):
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content = msg.get("content")
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if isinstance(content, str):
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return content
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txt = choice.get("text")
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if isinstance(txt, str):
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return txt
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if "message" in data:
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if isinstance(message, dict):
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content = message.get("content")
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if isinstance(content, str):
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return content
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if isinstance(content, list):
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texts = []
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for block in content:
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if (
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isinstance(block, dict)
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and block.get("type") == "text"
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):
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texts.append(block.get("text", ""))
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combined = "".join(texts)
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if combined.strip():
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return combined
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return None
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# =========================================================
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#
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# =========================================================
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class BaseProvider:
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def __init__(self, name: str, url: str):
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self.name = name
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self.url = url
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self.aliases: Dict[str, str] = {}
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self.fails = 0
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self.success = 0
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self.cooldown = 0.0
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self.health = 100
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self.latency = 0.0
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async def fetch_models(self) -> List[str]:
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loop = asyncio.get_event_loop()
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try:
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async with REQUEST_LIMITER:
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models = await loop.run_in_executor(
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EXECUTOR,
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self._fetch_models_sync
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)
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return list(set(models))
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except Exception as e:
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logger.debug(
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f"[{self.name}] fetch_models error: {e}"
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)
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return []
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def _fetch_models_sync(self) -> List[str]:
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endpoints = [
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f"{self.url}/v1/models",
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f"{self.url}/models",
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self.url
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]
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with curl_requests.Session() as session:
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for endpoint in endpoints:
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try:
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resp = session.get(
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endpoint,
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headers=
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impersonate="chrome124",
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timeout=
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)
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if resp.status_code != 200:
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continue
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extracted = self._deep_extract_models(data)
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for model in extracted:
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if not isinstance(model, str):
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continue
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model = model.strip()
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if not model:
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continue
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if any(
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x in model.lower()
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for x in MODEL_BLACKLIST
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):
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continue
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discovered.add(model)
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except Exception:
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continue
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return
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lower = value.lower()
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if any(
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token in lower
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for token in model_tokens
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):
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if len(value) < 80:
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discovered.add(value)
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walker(value)
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# list
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elif isinstance(obj, list):
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for item in obj:
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walker(item)
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# raw strings
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elif isinstance(obj, str):
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lower = obj.lower()
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if any(
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token in lower
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for token in model_tokens
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):
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if len(obj) < 80:
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discovered.add(obj)
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walker(data)
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return list(discovered)
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# =====================================================
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# VALIDATION
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# =====================================================
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async def validate_model(
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self,
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model: str
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) -> Tuple[bool, float]:
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payload = {
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"model": model,
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"messages": VALIDATION_PROMPT
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}
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start = time.time()
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result = await self.attempt_request(payload)
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latency = time.time() - start
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and "ok" in result.lower()
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):
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self.success += 1
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self._update_health()
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return True, latency
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self.fails += 1
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self._update_health()
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return False, latency
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# =====================================================
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# REQUEST
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# =====================================================
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async def attempt_request(
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self,
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payload: dict
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) -> Optional[str]:
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if time.time() < self.cooldown:
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return None
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payload = payload.copy()
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model_id = payload.get("model", "")
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payload["model"] = (
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self.aliases.get(model_id, model_id)
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)
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try:
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async with REQUEST_LIMITER:
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loop = asyncio.get_event_loop()
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EXECUTOR,
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self._make_request,
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payload
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)
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if result:
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self.fails = 0
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self.success += 1
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return result
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self.fails += 1
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self._update_health()
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if self.fails >= 3:
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self.cooldown = time.time() + 60
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return None
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except Exception:
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self.fails += 1
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self._update_health()
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return None
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def _make_request(
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self,
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payload: dict
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) -> Optional[str]:
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with curl_requests.Session() as session:
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try:
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resp = session.post(
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self.url,
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headers=
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json=payload,
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impersonate="chrome124",
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timeout=25
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)
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if resp.status_code != 200:
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return None
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try:
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data = resp.json()
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return extract_content(data)
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except Exception:
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# =====================================================
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# HEALTH
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# =====================================================
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def _update_health(self):
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total = self.success + self.fails
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if total > 0:
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self.health = int(
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(self.success / total) * 100
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)
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# =========================================================
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# PROVIDERS
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# =========================================================
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class GroqProvider(BaseProvider):
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def __init__(self):
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"Groq",
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"https://g4f.space/api/groq"
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)
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| 551 |
-
|
| 552 |
-
self.aliases = {
|
| 553 |
-
"gpt-4o": "llama-3-70b"
|
| 554 |
-
}
|
| 555 |
|
| 556 |
|
| 557 |
class GeminiProvider(BaseProvider):
|
| 558 |
-
|
| 559 |
def __init__(self):
|
| 560 |
-
|
| 561 |
-
|
| 562 |
-
"Gemini",
|
| 563 |
-
"https://g4f.space/api/gemini"
|
| 564 |
-
)
|
| 565 |
-
|
| 566 |
-
self.aliases = {
|
| 567 |
-
"claude-3-5-sonnet": "gemini-1.5-pro"
|
| 568 |
-
}
|
| 569 |
|
| 570 |
|
| 571 |
class PollinationsProvider(BaseProvider):
|
| 572 |
-
|
| 573 |
def __init__(self):
|
| 574 |
-
|
| 575 |
-
|
| 576 |
-
"Pollinations",
|
| 577 |
-
"https://g4f.space/api/pollinations"
|
| 578 |
-
)
|
| 579 |
-
|
| 580 |
-
self.aliases = {
|
| 581 |
-
"gpt-4o": "gpt-4"
|
| 582 |
-
}
|
| 583 |
|
| 584 |
|
| 585 |
class OllamaProvider(BaseProvider):
|
| 586 |
-
|
| 587 |
def __init__(self):
|
| 588 |
-
|
| 589 |
-
super().__init__(
|
| 590 |
-
"Ollama",
|
| 591 |
-
"https://g4f.space/api/ollama"
|
| 592 |
-
)
|
| 593 |
|
| 594 |
|
| 595 |
class PerplexityProvider(BaseProvider):
|
|
|
|
|
|
|
| 596 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 597 |
def __init__(self):
|
|
|
|
|
|
|
| 598 |
|
| 599 |
-
|
| 600 |
-
|
| 601 |
-
|
| 602 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 603 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 604 |
|
| 605 |
-
|
|
|
|
| 606 |
GroqProvider(),
|
| 607 |
GeminiProvider(),
|
| 608 |
PollinationsProvider(),
|
| 609 |
OllamaProvider(),
|
| 610 |
-
PerplexityProvider()
|
|
|
|
| 611 |
]
|
| 612 |
|
|
|
|
| 613 |
# =========================================================
|
| 614 |
-
#
|
| 615 |
# =========================================================
|
| 616 |
-
|
| 617 |
async def load_cache():
|
| 618 |
-
|
| 619 |
-
global WORKING_MODELS
|
| 620 |
-
global PROVIDER_MODEL_MAP
|
| 621 |
-
|
| 622 |
-
if not os.path.exists(CACHE_FILE):
|
| 623 |
-
return
|
| 624 |
-
|
| 625 |
try:
|
| 626 |
-
|
| 627 |
-
|
| 628 |
-
|
| 629 |
-
|
| 630 |
-
|
| 631 |
-
|
| 632 |
-
|
| 633 |
-
data = json.load(f)
|
| 634 |
-
|
| 635 |
-
async with STATE_LOCK:
|
| 636 |
-
|
| 637 |
-
WORKING_MODELS = data.get(
|
| 638 |
-
"WORKING_MODELS",
|
| 639 |
-
{}
|
| 640 |
-
)
|
| 641 |
-
|
| 642 |
-
PROVIDER_MODEL_MAP = data.get(
|
| 643 |
-
"PROVIDER_MODEL_MAP",
|
| 644 |
-
{}
|
| 645 |
-
)
|
| 646 |
-
|
| 647 |
-
logger.info(
|
| 648 |
-
f"โ
Cache loaded ({len(WORKING_MODELS)} models)"
|
| 649 |
-
)
|
| 650 |
-
|
| 651 |
except Exception as e:
|
| 652 |
-
|
| 653 |
-
logger.error(
|
| 654 |
-
f"Cache load error: {e}"
|
| 655 |
-
)
|
| 656 |
|
| 657 |
|
| 658 |
async def save_cache():
|
| 659 |
-
|
| 660 |
try:
|
| 661 |
-
|
| 662 |
async with STATE_LOCK:
|
| 663 |
-
|
| 664 |
snapshot = {
|
| 665 |
-
"WORKING_MODELS": WORKING_MODELS,
|
| 666 |
-
"PROVIDER_MODEL_MAP": PROVIDER_MODEL_MAP
|
| 667 |
}
|
| 668 |
-
|
| 669 |
-
|
| 670 |
-
|
| 671 |
-
"w",
|
| 672 |
-
encoding="utf-8"
|
| 673 |
-
) as f:
|
| 674 |
-
|
| 675 |
-
json.dump(
|
| 676 |
-
snapshot,
|
| 677 |
-
f,
|
| 678 |
-
indent=4,
|
| 679 |
-
ensure_ascii=False
|
| 680 |
-
)
|
| 681 |
-
|
| 682 |
except Exception as e:
|
|
|
|
| 683 |
|
| 684 |
-
logger.error(
|
| 685 |
-
f"Cache save error: {e}"
|
| 686 |
-
)
|
| 687 |
|
| 688 |
# =========================================================
|
| 689 |
-
#
|
| 690 |
# =========================================================
|
| 691 |
-
|
| 692 |
async def discovery_engine():
|
| 693 |
-
|
| 694 |
-
global WORKING_MODELS
|
| 695 |
-
global PROVIDER_MODEL_MAP
|
| 696 |
-
|
| 697 |
await load_cache()
|
| 698 |
|
| 699 |
while True:
|
|
|
|
| 700 |
|
| 701 |
-
|
| 702 |
-
|
| 703 |
-
)
|
| 704 |
|
| 705 |
-
|
| 706 |
-
|
| 707 |
-
|
| 708 |
-
tasks = {
|
| 709 |
-
provider: asyncio.create_task(
|
| 710 |
-
provider.fetch_models()
|
| 711 |
-
)
|
| 712 |
-
for provider in PROVIDER_INSTANCES
|
| 713 |
-
}
|
| 714 |
|
| 715 |
for provider, task in tasks.items():
|
|
|
|
|
|
|
| 716 |
|
| 717 |
-
|
| 718 |
-
|
| 719 |
-
discovered = await task
|
| 720 |
-
|
| 721 |
-
except Exception:
|
| 722 |
-
|
| 723 |
-
discovered = []
|
| 724 |
-
|
| 725 |
-
logger.info(
|
| 726 |
-
f"[{provider.name}] discovered {len(discovered)} models"
|
| 727 |
-
)
|
| 728 |
-
|
| 729 |
-
clean_models = []
|
| 730 |
-
|
| 731 |
validation_tasks = []
|
|
|
|
|
|
|
|
|
|
|
|
|
| 732 |
|
| 733 |
-
|
| 734 |
|
| 735 |
-
|
| 736 |
-
|
| 737 |
-
model,
|
| 738 |
-
asyncio.create_task(
|
| 739 |
-
provider.validate_model(model)
|
| 740 |
-
)
|
| 741 |
-
)
|
| 742 |
-
)
|
| 743 |
|
| 744 |
for model, vtask in validation_tasks:
|
| 745 |
-
|
| 746 |
try:
|
| 747 |
-
|
| 748 |
-
valid, latency = await vtask
|
| 749 |
-
|
| 750 |
except Exception:
|
|
|
|
| 751 |
|
| 752 |
-
|
| 753 |
-
|
| 754 |
-
|
| 755 |
-
if not valid:
|
| 756 |
-
continue
|
| 757 |
-
|
| 758 |
-
clean_models.append(model)
|
| 759 |
|
| 760 |
-
|
| 761 |
-
|
| 762 |
-
|
| 763 |
-
|
| 764 |
-
|
| 765 |
-
|
| 766 |
-
|
| 767 |
-
|
| 768 |
-
info = fresh_working_models[model]
|
| 769 |
-
|
| 770 |
-
if provider.url not in info["providers"]:
|
| 771 |
-
info["providers"].append(provider.url)
|
| 772 |
|
| 773 |
-
|
| 774 |
-
|
| 775 |
-
|
|
|
|
|
|
|
| 776 |
|
| 777 |
-
|
| 778 |
-
|
| 779 |
-
)
|
| 780 |
|
|
|
|
| 781 |
async with STATE_LOCK:
|
| 782 |
-
|
| 783 |
PROVIDER_MODEL_MAP = fresh_provider_map
|
| 784 |
WORKING_MODELS = fresh_working_models
|
| 785 |
|
| 786 |
await save_cache()
|
|
|
|
|
|
|
| 787 |
|
| 788 |
-
logger.info(
|
| 789 |
-
f"๐ Active models: {len(WORKING_MODELS)}"
|
| 790 |
-
)
|
| 791 |
-
|
| 792 |
-
await asyncio.sleep(
|
| 793 |
-
VALIDATION_INTERVAL
|
| 794 |
-
)
|
| 795 |
|
| 796 |
# =========================================================
|
| 797 |
-
#
|
| 798 |
# =========================================================
|
| 799 |
-
|
| 800 |
@app.on_event("startup")
|
| 801 |
async def startup():
|
|
|
|
| 802 |
|
| 803 |
-
asyncio.create_task(
|
| 804 |
-
discovery_engine()
|
| 805 |
-
)
|
| 806 |
-
|
| 807 |
-
# =========================================================
|
| 808 |
-
# UNIVERSAL ROUTER
|
| 809 |
-
# =========================================================
|
| 810 |
-
|
| 811 |
-
@app.api_route(
|
| 812 |
-
"/{path:path}",
|
| 813 |
-
methods=["GET", "POST", "HEAD", "OPTIONS"]
|
| 814 |
-
)
|
| 815 |
-
async def universal_handler(
|
| 816 |
-
request: Request,
|
| 817 |
-
path: str
|
| 818 |
-
):
|
| 819 |
-
|
| 820 |
-
path_lower = path.lower().strip("/")
|
| 821 |
-
|
| 822 |
-
# =====================================================
|
| 823 |
-
# OPTIONS
|
| 824 |
-
# =====================================================
|
| 825 |
|
|
|
|
|
|
|
|
|
|
| 826 |
if request.method == "OPTIONS":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 827 |
|
| 828 |
-
|
| 829 |
-
status_code=204
|
| 830 |
-
)
|
| 831 |
-
|
| 832 |
-
# =====================================================
|
| 833 |
-
# HEALTH
|
| 834 |
-
# =====================================================
|
| 835 |
-
|
| 836 |
-
if request.method in ("GET", "HEAD"):
|
| 837 |
-
|
| 838 |
-
if (
|
| 839 |
-
path_lower in ("", "v1", "v1/")
|
| 840 |
-
or "models" in path_lower
|
| 841 |
-
):
|
| 842 |
-
|
| 843 |
-
if "models" in path_lower:
|
| 844 |
-
|
| 845 |
-
async with STATE_LOCK:
|
| 846 |
-
|
| 847 |
-
models = (
|
| 848 |
-
list(WORKING_MODELS.keys())
|
| 849 |
-
if WORKING_MODELS
|
| 850 |
-
else ["gpt-4o"]
|
| 851 |
-
)
|
| 852 |
-
|
| 853 |
-
return {
|
| 854 |
-
"object": "list",
|
| 855 |
-
"data": [
|
| 856 |
-
{
|
| 857 |
-
"id": model,
|
| 858 |
-
"object": "model",
|
| 859 |
-
"created": int(time.time()),
|
| 860 |
-
"owned_by": "omega"
|
| 861 |
-
}
|
| 862 |
-
for model in sorted(models)
|
| 863 |
-
]
|
| 864 |
-
}
|
| 865 |
-
|
| 866 |
-
return Response(status_code=200)
|
| 867 |
-
|
| 868 |
-
# =====================================================
|
| 869 |
-
# AUTH
|
| 870 |
-
# =====================================================
|
| 871 |
-
|
| 872 |
-
if not verify_api_key(request):
|
| 873 |
-
|
| 874 |
-
raise HTTPException(
|
| 875 |
-
status_code=401,
|
| 876 |
-
detail="Unauthorized"
|
| 877 |
-
)
|
| 878 |
-
|
| 879 |
-
# =====================================================
|
| 880 |
-
# REQUEST BODY
|
| 881 |
-
# =====================================================
|
| 882 |
-
|
| 883 |
-
try:
|
| 884 |
-
|
| 885 |
-
body = await request.json()
|
| 886 |
-
|
| 887 |
-
except Exception:
|
| 888 |
-
|
| 889 |
-
raise HTTPException(
|
| 890 |
-
status_code=400,
|
| 891 |
-
detail="Invalid JSON"
|
| 892 |
-
)
|
| 893 |
-
|
| 894 |
-
model = body.get(
|
| 895 |
-
"model",
|
| 896 |
-
"gpt-4o"
|
| 897 |
-
)
|
| 898 |
-
|
| 899 |
-
messages = body.get(
|
| 900 |
-
"messages",
|
| 901 |
-
[]
|
| 902 |
-
)
|
| 903 |
-
|
| 904 |
-
if not messages:
|
| 905 |
-
|
| 906 |
-
raise HTTPException(
|
| 907 |
-
status_code=400,
|
| 908 |
-
detail="messages required"
|
| 909 |
-
)
|
| 910 |
-
|
| 911 |
-
# =====================================================
|
| 912 |
-
# ROUTING
|
| 913 |
-
# =====================================================
|
| 914 |
-
|
| 915 |
-
async with STATE_LOCK:
|
| 916 |
-
|
| 917 |
-
model_info = WORKING_MODELS.get(model)
|
| 918 |
-
|
| 919 |
-
if (
|
| 920 |
-
model_info
|
| 921 |
-
and model_info.get("providers")
|
| 922 |
-
):
|
| 923 |
-
|
| 924 |
-
target_urls = model_info["providers"]
|
| 925 |
-
|
| 926 |
-
else:
|
| 927 |
-
|
| 928 |
-
target_urls = [
|
| 929 |
-
p.url
|
| 930 |
-
for p in PROVIDER_INSTANCES
|
| 931 |
-
]
|
| 932 |
-
|
| 933 |
-
providers = [
|
| 934 |
-
p
|
| 935 |
-
for p in PROVIDER_INSTANCES
|
| 936 |
-
if p.url in target_urls
|
| 937 |
-
]
|
| 938 |
-
|
| 939 |
-
providers.sort(
|
| 940 |
-
key=lambda p: (
|
| 941 |
-
p.fails,
|
| 942 |
-
-p.health,
|
| 943 |
-
p.latency
|
| 944 |
-
)
|
| 945 |
-
)
|
| 946 |
-
|
| 947 |
-
reply = None
|
| 948 |
-
|
| 949 |
-
for provider in providers:
|
| 950 |
-
|
| 951 |
-
if time.time() < provider.cooldown:
|
| 952 |
-
continue
|
| 953 |
-
|
| 954 |
-
reply = await provider.attempt_request(body)
|
| 955 |
-
|
| 956 |
-
if reply:
|
| 957 |
-
|
| 958 |
-
logger.info(
|
| 959 |
-
f"โ
Served by {provider.name}"
|
| 960 |
-
)
|
| 961 |
|
| 962 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 963 |
|
| 964 |
-
#
|
| 965 |
-
|
| 966 |
-
# =====================================================
|
| 967 |
|
| 968 |
-
|
|
|
|
|
|
|
| 969 |
|
|
|
|
| 970 |
try:
|
|
|
|
|
|
|
|
|
|
| 971 |
|
| 972 |
-
|
| 973 |
-
|
| 974 |
-
loop = asyncio.get_event_loop()
|
| 975 |
-
|
| 976 |
-
def fallback_req():
|
| 977 |
|
| 978 |
-
|
| 979 |
-
|
| 980 |
-
.chat.completions
|
| 981 |
-
.create(
|
| 982 |
-
model=model,
|
| 983 |
-
messages=messages
|
| 984 |
-
)
|
| 985 |
-
.choices[0]
|
| 986 |
-
.message.content
|
| 987 |
-
)
|
| 988 |
|
| 989 |
-
|
| 990 |
-
|
| 991 |
-
|
| 992 |
-
)
|
|
|
|
|
|
|
|
|
|
| 993 |
|
| 994 |
-
|
| 995 |
-
"๐ Served via fallback"
|
| 996 |
-
)
|
| 997 |
|
| 998 |
-
|
|
|
|
| 999 |
|
| 1000 |
-
|
| 1001 |
-
f"Fallback failed: {e}"
|
| 1002 |
-
)
|
| 1003 |
|
| 1004 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1005 |
|
| 1006 |
-
|
| 1007 |
-
|
| 1008 |
-
|
| 1009 |
-
|
|
|
|
| 1010 |
|
| 1011 |
-
|
| 1012 |
-
|
| 1013 |
-
|
|
|
|
|
|
|
|
|
|
| 1014 |
|
| 1015 |
-
|
| 1016 |
-
|
| 1017 |
-
|
| 1018 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1019 |
|
|
|
|
| 1020 |
return {
|
| 1021 |
-
"id": f"
|
| 1022 |
-
"
|
| 1023 |
-
"
|
| 1024 |
"model": model,
|
| 1025 |
-
"
|
| 1026 |
{
|
| 1027 |
-
"
|
| 1028 |
-
"
|
|
|
|
| 1029 |
}
|
| 1030 |
],
|
| 1031 |
-
"
|
| 1032 |
}
|
| 1033 |
|
| 1034 |
-
|
| 1035 |
-
# OPENAI FORMAT
|
| 1036 |
-
# =====================================================
|
| 1037 |
|
| 1038 |
-
return {
|
| 1039 |
-
"id": f"chatcmpl-{uuid.uuid4().hex}",
|
| 1040 |
-
"object": "chat.completion",
|
| 1041 |
-
"created": int(time.time()),
|
| 1042 |
-
"model": model,
|
| 1043 |
-
"choices": [
|
| 1044 |
-
{
|
| 1045 |
-
"index": 0,
|
| 1046 |
-
"message": {
|
| 1047 |
-
"role": "assistant",
|
| 1048 |
-
"content": reply
|
| 1049 |
-
},
|
| 1050 |
-
"finish_reason": "stop"
|
| 1051 |
-
}
|
| 1052 |
-
]
|
| 1053 |
-
}
|
| 1054 |
|
| 1055 |
# =========================================================
|
| 1056 |
-
#
|
| 1057 |
# =========================================================
|
| 1058 |
-
|
| 1059 |
if __name__ == "__main__":
|
| 1060 |
-
|
| 1061 |
-
uvicorn.run(
|
| 1062 |
-
app,
|
| 1063 |
-
host="0.0.0.0",
|
| 1064 |
-
port=PORT,
|
| 1065 |
-
log_level="info"
|
| 1066 |
-
)
|
|
|
|
| 6 |
import logging
|
| 7 |
import uvicorn
|
| 8 |
import random
|
|
|
|
| 9 |
from fastapi import FastAPI, HTTPException, Request, Response
|
| 10 |
from fastapi.middleware.cors import CORSMiddleware
|
|
|
|
| 11 |
from concurrent.futures import ThreadPoolExecutor
|
| 12 |
from curl_cffi import requests as curl_requests
|
|
|
|
| 13 |
from typing import Dict, List, Optional, Tuple
|
| 14 |
|
| 15 |
# =========================================================
|
| 16 |
+
# 1. ุงูุฅุนุฏุงุฏุงุช ุงูุนููุง (Orchestration Config)
|
| 17 |
# =========================================================
|
|
|
|
| 18 |
API_KEY = os.environ.get("API_KEY", "sk-your-secret-key")
|
| 19 |
PORT = int(os.environ.get("PORT", 7860))
|
|
|
|
| 20 |
MAX_WORKERS = 50
|
| 21 |
VALIDATION_INTERVAL = 300
|
| 22 |
+
GLOBAL_TIMEOUT = 60
|
| 23 |
CACHE_FILE = "models_cache.json"
|
| 24 |
|
| 25 |
MODEL_BLACKLIST = [
|
|
|
|
| 39 |
VALIDATION_PROMPT = [
|
| 40 |
{
|
| 41 |
"role": "user",
|
| 42 |
+
"content": "Reply only with: OK"
|
| 43 |
}
|
| 44 |
]
|
| 45 |
|
| 46 |
+
# Capability Registry
|
| 47 |
WORKING_MODELS: Dict[str, dict] = {}
|
| 48 |
PROVIDER_MODEL_MAP: Dict[str, List[str]] = {}
|
| 49 |
|
| 50 |
+
# Atomic State & Concurrency Control
|
| 51 |
STATE_LOCK = asyncio.Lock()
|
| 52 |
REQUEST_LIMITER = asyncio.Semaphore(25)
|
|
|
|
| 53 |
EXECUTOR = ThreadPoolExecutor(max_workers=MAX_WORKERS)
|
| 54 |
|
| 55 |
+
app = FastAPI(title="Omega Orchestrator", version="2.0")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 56 |
app.add_middleware(
|
| 57 |
CORSMiddleware,
|
| 58 |
allow_origins=["*"],
|
|
|
|
| 60 |
allow_headers=["*"]
|
| 61 |
)
|
| 62 |
|
| 63 |
+
logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
|
| 64 |
+
logger = logging.getLogger("ORCHESTRATOR")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
|
|
|
|
|
|
|
|
|
|
| 66 |
|
| 67 |
def get_stealth_headers():
|
|
|
|
| 68 |
return {
|
| 69 |
"User-Agent": (
|
| 70 |
+
f"Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
|
| 71 |
+
f"AppleWebKit/537.36 (KHTML, like Gecko) "
|
| 72 |
+
f"Chrome/{random.randint(120, 124)}.0.0.0 Safari/537.36"
|
|
|
|
|
|
|
|
|
|
| 73 |
),
|
| 74 |
"Origin": "https://g4f.space",
|
| 75 |
"Referer": "https://g4f.space/",
|
|
|
|
| 79 |
}
|
| 80 |
|
| 81 |
|
| 82 |
+
# =========================================================
|
| 83 |
+
# 2. ุงูุชุญูู ู
ู ุงูู
ุตุงุฏูุฉ (Auth Verification) โ ู
ูุตูุญ
|
| 84 |
+
# =========================================================
|
| 85 |
def verify_api_key(request: Request) -> bool:
|
| 86 |
+
"""
|
| 87 |
+
ูุฏุนู
ุซูุงุซ ุทุฑู ููู
ุตุงุฏูุฉ:
|
| 88 |
+
1. Authorization: Bearer <key>
|
| 89 |
+
2. x-api-key: <key>
|
| 90 |
+
3. api-key: <key>
|
| 91 |
+
ุฅุฐุง ูู
ููุถุจุท API_KEY ูุงููุตูู ู
ูุชูุญ.
|
| 92 |
+
"""
|
| 93 |
if not API_KEY or API_KEY == "sk-your-secret-key":
|
| 94 |
+
return True # No key configured โ open access
|
| 95 |
|
| 96 |
auth_header = request.headers.get("Authorization", "")
|
| 97 |
+
x_api_key = request.headers.get("x-api-key", "")
|
| 98 |
api_key_hdr = request.headers.get("api-key", "")
|
| 99 |
|
| 100 |
candidates = []
|
| 101 |
|
| 102 |
+
# Bearer token
|
| 103 |
if auth_header.startswith("Bearer "):
|
| 104 |
+
candidates.append(auth_header[len("Bearer "):].strip())
|
|
|
|
|
|
|
| 105 |
|
| 106 |
+
# x-api-key / api-key headers
|
| 107 |
if x_api_key:
|
| 108 |
candidates.append(x_api_key.strip())
|
|
|
|
| 109 |
if api_key_hdr:
|
| 110 |
candidates.append(api_key_hdr.strip())
|
| 111 |
|
|
|
|
| 113 |
|
| 114 |
|
| 115 |
# =========================================================
|
| 116 |
+
# 3. ู
ุณุชุฎุฑุฌ ุงูู
ุญุชูู ุงูู
ุฑูุฒู (Central Content Extractor)
|
| 117 |
# =========================================================
|
|
|
|
| 118 |
def extract_content(data) -> Optional[str]:
|
|
|
|
| 119 |
if not isinstance(data, dict):
|
| 120 |
return None
|
| 121 |
|
| 122 |
+
# Direct content fields
|
| 123 |
+
for field in ("response", "content", "text", "output", "result", "generated_text"):
|
| 124 |
+
if field in data and isinstance(data[field], str) and data[field].strip():
|
| 125 |
+
return data[field]
|
| 126 |
+
|
| 127 |
+
# OpenAI-style choices
|
| 128 |
+
if "choices" in data and isinstance(data["choices"], list) and data["choices"]:
|
| 129 |
+
choice = data["choices"][0]
|
| 130 |
+
if isinstance(choice, dict):
|
| 131 |
+
msg = choice.get("message", {})
|
| 132 |
+
if isinstance(msg, dict) and "content" in msg:
|
| 133 |
+
return msg["content"]
|
| 134 |
+
if "text" in choice and choice["text"].strip():
|
| 135 |
+
return choice["text"]
|
| 136 |
+
if "delta" in choice and "content" in choice["delta"]:
|
| 137 |
+
return choice["delta"]["content"]
|
| 138 |
+
|
| 139 |
+
# Anthropic-style message
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
if "message" in data:
|
| 141 |
+
m = data["message"]
|
| 142 |
+
if isinstance(m, dict) and "content" in m:
|
| 143 |
+
c = m["content"]
|
| 144 |
+
# content can be a list of blocks
|
| 145 |
+
if isinstance(c, list):
|
| 146 |
+
texts = [b.get("text", "") for b in c if isinstance(b, dict) and b.get("type") == "text"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 147 |
combined = "".join(texts)
|
|
|
|
| 148 |
if combined.strip():
|
| 149 |
return combined
|
| 150 |
+
elif isinstance(c, str) and c.strip():
|
| 151 |
+
return c
|
| 152 |
+
elif isinstance(m, str) and m.strip():
|
| 153 |
+
return m
|
| 154 |
+
|
| 155 |
+
# Nested data.message
|
| 156 |
+
if "data" in data and isinstance(data["data"], dict):
|
| 157 |
+
return extract_content(data["data"])
|
| 158 |
+
|
| 159 |
+
# Completion field (older APIs)
|
| 160 |
+
if "completion" in data and isinstance(data["completion"], str):
|
| 161 |
+
return data["completion"]
|
| 162 |
|
| 163 |
return None
|
| 164 |
|
| 165 |
|
| 166 |
# =========================================================
|
| 167 |
+
# 4. ู
ุฒูุฏุงุช ุงูุฎุฏู
ุฉ (Provider Classes)
|
| 168 |
# =========================================================
|
|
|
|
| 169 |
class BaseProvider:
|
|
|
|
| 170 |
def __init__(self, name: str, url: str):
|
|
|
|
| 171 |
self.name = name
|
| 172 |
self.url = url
|
| 173 |
+
self.headers = get_stealth_headers()
|
| 174 |
self.aliases: Dict[str, str] = {}
|
|
|
|
| 175 |
self.fails = 0
|
| 176 |
self.success = 0
|
|
|
|
| 177 |
self.cooldown = 0.0
|
|
|
|
|
|
|
| 178 |
self.latency = 0.0
|
| 179 |
+
self.health = 100
|
| 180 |
|
| 181 |
+
def update_health(self):
|
| 182 |
+
total = self.success + self.fails
|
| 183 |
+
if total > 0:
|
| 184 |
+
self.health = int((self.success / total) * 100)
|
| 185 |
|
| 186 |
+
# ------------------------------------------------------------------
|
| 187 |
+
# Model Discovery
|
| 188 |
+
# ------------------------------------------------------------------
|
| 189 |
async def fetch_models(self) -> List[str]:
|
|
|
|
| 190 |
loop = asyncio.get_event_loop()
|
|
|
|
| 191 |
try:
|
|
|
|
| 192 |
async with REQUEST_LIMITER:
|
| 193 |
+
models = await loop.run_in_executor(EXECUTOR, self._fetch_models_sync)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 194 |
return list(set(models))
|
|
|
|
| 195 |
except Exception as e:
|
| 196 |
+
logger.debug(f"[{self.name}] fetch_models error: {e}")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 197 |
return []
|
| 198 |
|
| 199 |
def _fetch_models_sync(self) -> List[str]:
|
| 200 |
+
"""
|
| 201 |
+
ูุฌุฑุจ ููุงุท ููุงูุฉ ู
ุชุนุฏุฏุฉ ูุงุณุชุฎุฑุงุฌ ุฌู
ูุน ุงููู
ุงุฐุฌ ุงูู
ุชุงุญุฉ.
|
| 202 |
+
ูุฏุนู
ูุงูุฉ ุงูููุงูู ุงูุดุงุฆุนุฉ: ููุงุฆู
ู
ุณุทูุญุฉุ ููุงู
ูุณุ ุจูุงูุงุช ู
ุชุฏุงุฎูุฉ.
|
| 203 |
+
"""
|
| 204 |
+
discovered: List[str] = []
|
| 205 |
endpoints = [
|
| 206 |
f"{self.url}/v1/models",
|
| 207 |
f"{self.url}/models",
|
| 208 |
+
self.url,
|
| 209 |
]
|
| 210 |
|
| 211 |
with curl_requests.Session() as session:
|
|
|
|
| 212 |
for endpoint in endpoints:
|
|
|
|
| 213 |
try:
|
|
|
|
| 214 |
resp = session.get(
|
| 215 |
endpoint,
|
| 216 |
+
headers=self.headers,
|
| 217 |
impersonate="chrome124",
|
| 218 |
+
timeout=10
|
| 219 |
)
|
|
|
|
| 220 |
if resp.status_code != 200:
|
| 221 |
continue
|
| 222 |
+
data = resp.json()
|
| 223 |
+
extracted = self._parse_models_response(data)
|
| 224 |
+
if extracted:
|
| 225 |
+
discovered.extend(extracted)
|
| 226 |
+
break # Found models, no need to try other endpoints
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 227 |
except Exception:
|
| 228 |
continue
|
| 229 |
|
| 230 |
+
return discovered
|
| 231 |
+
|
| 232 |
+
@staticmethod
|
| 233 |
+
def _parse_models_response(data) -> List[str]:
|
| 234 |
+
"""
|
| 235 |
+
ูุณุชุฎุฑุฌ ู
ุนุฑููุงุช ุงููู
ุงุฐุฌ ู
ู ุฃู ูููู ุจูุงูุงุช ู
ุญุชู
ู.
|
| 236 |
+
"""
|
| 237 |
+
ids: List[str] = []
|
| 238 |
+
|
| 239 |
+
if isinstance(data, list):
|
| 240 |
+
for item in data:
|
| 241 |
+
if isinstance(item, str):
|
| 242 |
+
ids.append(item)
|
| 243 |
+
elif isinstance(item, dict):
|
| 244 |
+
for key in ("id", "name", "model", "model_id"):
|
| 245 |
+
if key in item and isinstance(item[key], str):
|
| 246 |
+
ids.append(item[key])
|
| 247 |
+
break
|
| 248 |
+
|
| 249 |
+
elif isinstance(data, dict):
|
| 250 |
+
# OpenAI-style: {"data": [...]}
|
| 251 |
+
if "data" in data and isinstance(data["data"], list):
|
| 252 |
+
ids.extend(BaseProvider._parse_models_response(data["data"]))
|
| 253 |
+
|
| 254 |
+
# {"models": [...]}
|
| 255 |
+
elif "models" in data and isinstance(data["models"], list):
|
| 256 |
+
ids.extend(BaseProvider._parse_models_response(data["models"]))
|
| 257 |
+
|
| 258 |
+
# {"result": [...]} or {"results": [...]}
|
| 259 |
+
elif "result" in data and isinstance(data["result"], list):
|
| 260 |
+
ids.extend(BaseProvider._parse_models_response(data["result"]))
|
| 261 |
+
elif "results" in data and isinstance(data["results"], list):
|
| 262 |
+
ids.extend(BaseProvider._parse_models_response(data["results"]))
|
| 263 |
+
|
| 264 |
+
# Single model dict
|
| 265 |
+
elif "id" in data:
|
| 266 |
+
ids.append(data["id"])
|
| 267 |
+
|
| 268 |
+
return ids
|
| 269 |
+
|
| 270 |
+
# ------------------------------------------------------------------
|
| 271 |
+
# Validation
|
| 272 |
+
# ------------------------------------------------------------------
|
| 273 |
+
async def validate_model(self, model: str) -> Tuple[bool, float]:
|
| 274 |
+
payload = {"model": model, "messages": VALIDATION_PROMPT}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 275 |
start = time.time()
|
|
|
|
| 276 |
result = await self.attempt_request(payload)
|
|
|
|
| 277 |
latency = time.time() - start
|
| 278 |
|
| 279 |
+
ok = result is not None and "ok" in result.strip().lower()
|
| 280 |
+
if ok:
|
|
|
|
|
|
|
|
|
|
| 281 |
self.success += 1
|
| 282 |
+
self.latency = (self.latency + latency) / 2 if self.latency > 0 else latency
|
| 283 |
+
else:
|
| 284 |
+
self.fails += 1
|
| 285 |
+
self.update_health()
|
| 286 |
+
return ok, latency
|
| 287 |
|
| 288 |
+
# ------------------------------------------------------------------
|
| 289 |
+
# Request Handling
|
| 290 |
+
# ------------------------------------------------------------------
|
| 291 |
+
async def attempt_request(self, payload: dict) -> Optional[str]:
|
| 292 |
+
payload = payload.copy() # prevent mutation leakage
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 293 |
|
| 294 |
if time.time() < self.cooldown:
|
| 295 |
return None
|
| 296 |
|
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|
| 297 |
model_id = payload.get("model", "")
|
| 298 |
+
payload["model"] = self.aliases.get(model_id, model_id)
|
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|
| 299 |
|
| 300 |
try:
|
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|
| 301 |
async with REQUEST_LIMITER:
|
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|
| 302 |
loop = asyncio.get_event_loop()
|
| 303 |
+
content = await loop.run_in_executor(EXECUTOR, self._make_request, payload)
|
| 304 |
|
| 305 |
+
if content:
|
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|
| 306 |
self.fails = 0
|
| 307 |
self.success += 1
|
| 308 |
+
self.update_health()
|
| 309 |
+
return content
|
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|
| 310 |
|
| 311 |
self.fails += 1
|
| 312 |
+
self.update_health()
|
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|
|
| 313 |
if self.fails >= 3:
|
| 314 |
self.cooldown = time.time() + 60
|
|
|
|
| 315 |
return None
|
| 316 |
|
| 317 |
except Exception:
|
|
|
|
| 318 |
self.fails += 1
|
| 319 |
+
self.update_health()
|
|
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|
|
|
|
| 320 |
return None
|
| 321 |
|
| 322 |
+
def _make_request(self, payload: dict) -> Optional[str]:
|
|
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|
| 323 |
with curl_requests.Session() as session:
|
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|
| 324 |
try:
|
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|
| 325 |
resp = session.post(
|
| 326 |
self.url,
|
| 327 |
+
headers=self.headers,
|
| 328 |
json=payload,
|
| 329 |
impersonate="chrome124",
|
| 330 |
timeout=25
|
| 331 |
)
|
| 332 |
+
if resp.status_code == 200:
|
|
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|
|
|
|
|
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|
|
|
|
| 333 |
data = resp.json()
|
| 334 |
+
content = extract_content(data)
|
| 335 |
+
if content and str(content).strip():
|
| 336 |
+
return str(content).strip()
|
|
|
|
|
|
|
| 337 |
except Exception:
|
| 338 |
+
pass
|
| 339 |
+
return None
|
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|
| 340 |
|
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|
| 341 |
|
| 342 |
+
# ------------------------------------------------------------------
|
| 343 |
+
# Provider Definitions
|
| 344 |
+
# ------------------------------------------------------------------
|
| 345 |
class GroqProvider(BaseProvider):
|
|
|
|
| 346 |
def __init__(self):
|
| 347 |
+
super().__init__("Groq", "https://g4f.space/api/groq")
|
| 348 |
+
self.aliases = {"gpt-4o": "llama-3-70b"}
|
|
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|
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|
| 349 |
|
| 350 |
|
| 351 |
class GeminiProvider(BaseProvider):
|
|
|
|
| 352 |
def __init__(self):
|
| 353 |
+
super().__init__("Gemini", "https://g4f.space/api/gemini")
|
| 354 |
+
self.aliases = {"claude-3-5-sonnet": "gemini-1.5-pro"}
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
| 355 |
|
| 356 |
|
| 357 |
class PollinationsProvider(BaseProvider):
|
|
|
|
| 358 |
def __init__(self):
|
| 359 |
+
super().__init__("Pollinations", "https://g4f.space/api/pollinations")
|
| 360 |
+
self.aliases = {"gpt-4o": "gpt-4"}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 361 |
|
| 362 |
|
| 363 |
class OllamaProvider(BaseProvider):
|
|
|
|
| 364 |
def __init__(self):
|
| 365 |
+
super().__init__("Ollama", "https://g4f.space/api/ollama")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 366 |
|
| 367 |
|
| 368 |
class PerplexityProvider(BaseProvider):
|
| 369 |
+
def __init__(self):
|
| 370 |
+
super().__init__("Perplexity", "https://g4f.space/api/perplexity")
|
| 371 |
|
| 372 |
+
|
| 373 |
+
class OpenRouterProvider(BaseProvider):
|
| 374 |
+
"""
|
| 375 |
+
ู
ุฒููุฏ ุฅุถุงูู: OpenRouter โ ูุชูุญ ุงููุตูู ุฅูู ู
ุฆุงุช ุงููู
ุงุฐุฌ ุชููุงุฆูุงู.
|
| 376 |
+
"""
|
| 377 |
def __init__(self):
|
| 378 |
+
super().__init__("OpenRouter", "https://openrouter.ai/api/v1/chat/completions")
|
| 379 |
+
self.models_url = "https://openrouter.ai/api/v1/models"
|
| 380 |
|
| 381 |
+
async def fetch_models(self) -> List[str]:
|
| 382 |
+
loop = asyncio.get_event_loop()
|
| 383 |
+
try:
|
| 384 |
+
async with REQUEST_LIMITER:
|
| 385 |
+
models = await loop.run_in_executor(EXECUTOR, self._fetch_openrouter_models)
|
| 386 |
+
return list(set(models))
|
| 387 |
+
except Exception as e:
|
| 388 |
+
logger.debug(f"[OpenRouter] fetch_models error: {e}")
|
| 389 |
+
return []
|
| 390 |
|
| 391 |
+
def _fetch_openrouter_models(self) -> List[str]:
|
| 392 |
+
with curl_requests.Session() as session:
|
| 393 |
+
try:
|
| 394 |
+
resp = session.get(self.models_url, headers=self.headers, impersonate="chrome124", timeout=10)
|
| 395 |
+
if resp.status_code == 200:
|
| 396 |
+
data = resp.json()
|
| 397 |
+
return self._parse_models_response(data)
|
| 398 |
+
except Exception:
|
| 399 |
+
pass
|
| 400 |
+
return []
|
| 401 |
|
| 402 |
+
|
| 403 |
+
PROVIDER_INSTANCES: List[BaseProvider] = [
|
| 404 |
GroqProvider(),
|
| 405 |
GeminiProvider(),
|
| 406 |
PollinationsProvider(),
|
| 407 |
OllamaProvider(),
|
| 408 |
+
PerplexityProvider(),
|
| 409 |
+
OpenRouterProvider(),
|
| 410 |
]
|
| 411 |
|
| 412 |
+
|
| 413 |
# =========================================================
|
| 414 |
+
# 5. ุฅุฏุงุฑุฉ ุงูุญุงูุฉ ูุงูุชุฎุฒูู ุงูู
ุคูุช
|
| 415 |
# =========================================================
|
|
|
|
| 416 |
async def load_cache():
|
| 417 |
+
global WORKING_MODELS, PROVIDER_MODEL_MAP
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 418 |
try:
|
| 419 |
+
if os.path.exists(CACHE_FILE):
|
| 420 |
+
with open(CACHE_FILE, "r", encoding="utf-8") as f:
|
| 421 |
+
data = json.load(f)
|
| 422 |
+
async with STATE_LOCK:
|
| 423 |
+
WORKING_MODELS = data.get("WORKING_MODELS", {})
|
| 424 |
+
PROVIDER_MODEL_MAP = data.get("PROVIDER_MODEL_MAP", {})
|
| 425 |
+
logger.info(f"โ
Cache loaded โ {len(WORKING_MODELS)} models.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 426 |
except Exception as e:
|
| 427 |
+
logger.error(f"โ ๏ธ Cache load error: {e}")
|
|
|
|
|
|
|
|
|
|
| 428 |
|
| 429 |
|
| 430 |
async def save_cache():
|
|
|
|
| 431 |
try:
|
|
|
|
| 432 |
async with STATE_LOCK:
|
|
|
|
| 433 |
snapshot = {
|
| 434 |
+
"WORKING_MODELS": dict(WORKING_MODELS),
|
| 435 |
+
"PROVIDER_MODEL_MAP": dict(PROVIDER_MODEL_MAP)
|
| 436 |
}
|
| 437 |
+
with open(CACHE_FILE, "w", encoding="utf-8") as f:
|
| 438 |
+
json.dump(snapshot, f, indent=4, ensure_ascii=False)
|
| 439 |
+
logger.info("๐พ Cache saved.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 440 |
except Exception as e:
|
| 441 |
+
logger.error(f"โ ๏ธ Cache save error: {e}")
|
| 442 |
|
|
|
|
|
|
|
|
|
|
| 443 |
|
| 444 |
# =========================================================
|
| 445 |
+
# 6. ู
ุญุฑู ุงูุงุณุชูุดุงู ูุงูุชุญูู
|
| 446 |
# =========================================================
|
|
|
|
| 447 |
async def discovery_engine():
|
|
|
|
|
|
|
|
|
|
|
|
|
| 448 |
await load_cache()
|
| 449 |
|
| 450 |
while True:
|
| 451 |
+
logger.info("๐ก Starting validated discovery cycle โฆ")
|
| 452 |
|
| 453 |
+
fresh_provider_map: Dict[str, List[str]] = {}
|
| 454 |
+
fresh_working_models: Dict[str, dict] = {}
|
|
|
|
| 455 |
|
| 456 |
+
# Run provider discovery concurrently
|
| 457 |
+
tasks = {provider: asyncio.create_task(provider.fetch_models()) for provider in PROVIDER_INSTANCES}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 458 |
|
| 459 |
for provider, task in tasks.items():
|
| 460 |
+
discovered = await task
|
| 461 |
+
clean_models: List[str] = []
|
| 462 |
|
| 463 |
+
# Filter & validate
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 464 |
validation_tasks = []
|
| 465 |
+
filtered = [
|
| 466 |
+
m for m in discovered
|
| 467 |
+
if not any(bl in m.lower() for bl in MODEL_BLACKLIST)
|
| 468 |
+
]
|
| 469 |
|
| 470 |
+
logger.info(f"[{provider.name}] Discovered {len(filtered)} candidate models โ validating โฆ")
|
| 471 |
|
| 472 |
+
for model in filtered:
|
| 473 |
+
validation_tasks.append((model, asyncio.create_task(provider.validate_model(model))))
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 474 |
|
| 475 |
for model, vtask in validation_tasks:
|
|
|
|
| 476 |
try:
|
| 477 |
+
is_valid, latency = await vtask
|
|
|
|
|
|
|
| 478 |
except Exception:
|
| 479 |
+
is_valid, latency = False, 0.0
|
| 480 |
|
| 481 |
+
if is_valid:
|
| 482 |
+
clean_models.append(model)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 483 |
|
| 484 |
+
if model not in fresh_working_models:
|
| 485 |
+
fresh_working_models[model] = {
|
| 486 |
+
"providers": [],
|
| 487 |
+
"latency": latency,
|
| 488 |
+
"health": provider.health,
|
| 489 |
+
"aliases": provider.aliases
|
| 490 |
+
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 491 |
|
| 492 |
+
info = fresh_working_models[model]
|
| 493 |
+
if provider.url not in info["providers"]:
|
| 494 |
+
info["providers"].append(provider.url)
|
| 495 |
+
info["latency"] = (info["latency"] + latency) / 2
|
| 496 |
+
info["health"] = (info["health"] + provider.health) // 2
|
| 497 |
|
| 498 |
+
fresh_provider_map[provider.url] = clean_models
|
| 499 |
+
logger.info(f"โ
[{provider.name}] {len(clean_models)} valid models.")
|
|
|
|
| 500 |
|
| 501 |
+
# Atomic publish
|
| 502 |
async with STATE_LOCK:
|
| 503 |
+
global PROVIDER_MODEL_MAP, WORKING_MODELS
|
| 504 |
PROVIDER_MODEL_MAP = fresh_provider_map
|
| 505 |
WORKING_MODELS = fresh_working_models
|
| 506 |
|
| 507 |
await save_cache()
|
| 508 |
+
logger.info(f"๐ Orchestrator ready โ {len(WORKING_MODELS)} active models.")
|
| 509 |
+
await asyncio.sleep(VALIDATION_INTERVAL)
|
| 510 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 511 |
|
| 512 |
# =========================================================
|
| 513 |
+
# 7. ุงูู
ุนุงูุฌ ุงูู
ุฑูุฒู (Omega Handler)
|
| 514 |
# =========================================================
|
|
|
|
| 515 |
@app.on_event("startup")
|
| 516 |
async def startup():
|
| 517 |
+
asyncio.create_task(discovery_engine())
|
| 518 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 519 |
|
| 520 |
+
@app.api_route("/{path:path}", methods=["GET", "HEAD", "POST", "OPTIONS"])
|
| 521 |
+
async def omega_handler(request: Request, path: str):
|
| 522 |
+
# ---- CORS preflight ----
|
| 523 |
if request.method == "OPTIONS":
|
| 524 |
+
return Response(status_code=204, headers={
|
| 525 |
+
"Access-Control-Allow-Origin": "*",
|
| 526 |
+
"Access-Control-Allow-Methods": "GET, POST, OPTIONS",
|
| 527 |
+
"Access-Control-Allow-Headers": "*"
|
| 528 |
+
})
|
| 529 |
|
| 530 |
+
path_lower = path.lower().strip("/")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 531 |
|
| 532 |
+
# ---- Model listing ----
|
| 533 |
+
if request.method in ("GET", "HEAD") and ("models" in path_lower or path_lower in ("", "v1", "v1/")):
|
| 534 |
+
if "models" in path_lower:
|
| 535 |
+
async with STATE_LOCK:
|
| 536 |
+
model_ids = list(WORKING_MODELS.keys()) if WORKING_MODELS else ["gpt-4o", "claude-3-5-sonnet"]
|
| 537 |
+
return {
|
| 538 |
+
"object": "list",
|
| 539 |
+
"data": [
|
| 540 |
+
{
|
| 541 |
+
"id": m,
|
| 542 |
+
"object": "model",
|
| 543 |
+
"created": int(time.time()),
|
| 544 |
+
"owned_by": "omega-orchestrator"
|
| 545 |
+
}
|
| 546 |
+
for m in sorted(model_ids)
|
| 547 |
+
]
|
| 548 |
+
}
|
| 549 |
+
return Response(status_code=200)
|
| 550 |
|
| 551 |
+
# ---- Chat completions ----
|
| 552 |
+
if request.method == "POST" and any(x in path_lower for x in ("messages", "completions", "chat")):
|
|
|
|
| 553 |
|
| 554 |
+
# --- Auth check (ู
ูุตูุญ) ---
|
| 555 |
+
if not verify_api_key(request):
|
| 556 |
+
raise HTTPException(status_code=401, detail="Unauthorized: invalid or missing API key.")
|
| 557 |
|
| 558 |
+
# --- Parse body ---
|
| 559 |
try:
|
| 560 |
+
body = await request.json()
|
| 561 |
+
except Exception:
|
| 562 |
+
raise HTTPException(status_code=400, detail="Invalid JSON body.")
|
| 563 |
|
| 564 |
+
model = body.get("model", "gpt-4o")
|
| 565 |
+
messages = body.get("messages", [])
|
|
|
|
|
|
|
|
|
|
| 566 |
|
| 567 |
+
if not messages:
|
| 568 |
+
raise HTTPException(status_code=400, detail="messages field is required.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 569 |
|
| 570 |
+
# --- Smart routing ---
|
| 571 |
+
async with STATE_LOCK:
|
| 572 |
+
model_info = WORKING_MODELS.get(model)
|
| 573 |
+
if model_info and model_info.get("providers"):
|
| 574 |
+
target_urls = list(model_info["providers"])
|
| 575 |
+
else:
|
| 576 |
+
target_urls = [p.url for p in PROVIDER_INSTANCES]
|
| 577 |
|
| 578 |
+
providers = [p for p in PROVIDER_INSTANCES if p.url in target_urls]
|
|
|
|
|
|
|
| 579 |
|
| 580 |
+
# Sort: fewest fails โ highest health โ lowest latency
|
| 581 |
+
providers.sort(key=lambda p: (p.fails, -p.health, p.latency))
|
| 582 |
|
| 583 |
+
reply: Optional[str] = None
|
|
|
|
|
|
|
| 584 |
|
| 585 |
+
for provider in providers:
|
| 586 |
+
if time.time() < provider.cooldown:
|
| 587 |
+
continue
|
| 588 |
+
reply = await provider.attempt_request(body)
|
| 589 |
+
if reply:
|
| 590 |
+
logger.info(f"โ
Served by [{provider.name}] model={model}")
|
| 591 |
+
break
|
| 592 |
|
| 593 |
+
# --- Internal fallback via g4f ---
|
| 594 |
+
if not reply:
|
| 595 |
+
try:
|
| 596 |
+
from g4f.client import Client
|
| 597 |
+
loop = asyncio.get_event_loop()
|
| 598 |
|
| 599 |
+
def fallback_req():
|
| 600 |
+
return (
|
| 601 |
+
Client()
|
| 602 |
+
.chat.completions.create(model=model, messages=messages)
|
| 603 |
+
.choices[0].message.content
|
| 604 |
+
)
|
| 605 |
|
| 606 |
+
reply = await loop.run_in_executor(EXECUTOR, fallback_req)
|
| 607 |
+
logger.info("๐ Served via g4f fallback.")
|
| 608 |
+
except Exception as e:
|
| 609 |
+
logger.warning(f"g4f fallback failed: {e}")
|
| 610 |
+
|
| 611 |
+
if not reply:
|
| 612 |
+
raise HTTPException(status_code=502, detail="Orchestration Failed: all routes exhausted.")
|
| 613 |
+
|
| 614 |
+
# --- Format response ---
|
| 615 |
+
# Anthropic messages format
|
| 616 |
+
if "messages" in path_lower and "chat" not in path_lower:
|
| 617 |
+
return {
|
| 618 |
+
"id": f"msg_{uuid.uuid4().hex}",
|
| 619 |
+
"type": "message",
|
| 620 |
+
"role": "assistant",
|
| 621 |
+
"model": model,
|
| 622 |
+
"content": [{"type": "text", "text": reply}],
|
| 623 |
+
"stop_reason": "end_turn",
|
| 624 |
+
"usage": {"input_tokens": 0, "output_tokens": 0}
|
| 625 |
+
}
|
| 626 |
|
| 627 |
+
# OpenAI chat.completions format (default)
|
| 628 |
return {
|
| 629 |
+
"id": f"chatcmpl-{uuid.uuid4().hex}",
|
| 630 |
+
"object": "chat.completion",
|
| 631 |
+
"created": int(time.time()),
|
| 632 |
"model": model,
|
| 633 |
+
"choices": [
|
| 634 |
{
|
| 635 |
+
"index": 0,
|
| 636 |
+
"message": {"role": "assistant", "content": reply},
|
| 637 |
+
"finish_reason": "stop"
|
| 638 |
}
|
| 639 |
],
|
| 640 |
+
"usage": {"prompt_tokens": 0, "completion_tokens": 0, "total_tokens": 0}
|
| 641 |
}
|
| 642 |
|
| 643 |
+
return Response(status_code=404)
|
|
|
|
|
|
|
| 644 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 645 |
|
| 646 |
# =========================================================
|
| 647 |
+
# 8. ููุทุฉ ุงูุฏุฎูู
|
| 648 |
# =========================================================
|
|
|
|
| 649 |
if __name__ == "__main__":
|
| 650 |
+
uvicorn.run(app, host="0.0.0.0", port=PORT, log_level="info")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|