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from log_config import logger |
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import httpx |
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import secrets |
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from contextlib import asynccontextmanager |
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from fastapi.middleware.cors import CORSMiddleware |
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from fastapi import FastAPI, HTTPException, Depends |
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from fastapi.responses import StreamingResponse, JSONResponse |
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from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials |
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from models import RequestModel |
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from utils import error_handling_wrapper, get_all_models, post_all_models, load_config |
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from request import get_payload |
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from response import fetch_response, fetch_response_stream |
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from typing import List, Dict |
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from urllib.parse import urlparse |
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@asynccontextmanager |
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async def lifespan(app: FastAPI): |
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timeout = httpx.Timeout(connect=15.0, read=20.0, write=30.0, pool=30.0) |
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app.state.client = httpx.AsyncClient(timeout=timeout) |
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app.state.config, app.state.api_keys_db, app.state.api_list = await load_config(app) |
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yield |
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await app.state.client.aclose() |
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app = FastAPI(lifespan=lifespan) |
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app.add_middleware( |
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CORSMiddleware, |
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allow_origins=["*"], |
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allow_credentials=True, |
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allow_methods=["*"], |
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allow_headers=["*"], |
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) |
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async def process_request(request: RequestModel, provider: Dict): |
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url = provider['base_url'] |
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parsed_url = urlparse(url) |
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engine = None |
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if parsed_url.netloc == 'generativelanguage.googleapis.com': |
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engine = "gemini" |
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elif parsed_url.netloc == 'api.anthropic.com' or parsed_url.path.endswith("v1/messages"): |
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engine = "claude" |
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elif parsed_url.netloc == 'openrouter.ai': |
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engine = "openrouter" |
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else: |
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engine = "gpt" |
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if "claude" not in provider['model'][request.model] \ |
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and "gpt" not in provider['model'][request.model] \ |
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and "gemini" not in provider['model'][request.model]: |
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engine = "openrouter" |
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if provider.get("engine"): |
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engine = provider["engine"] |
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logger.info(f"provider: {provider['provider']:<10} model: {request.model:<10} engine: {engine}") |
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url, headers, payload = await get_payload(request, engine, provider) |
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if request.stream: |
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model = provider['model'][request.model] |
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generator = fetch_response_stream(app.state.client, url, headers, payload, engine, model) |
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wrapped_generator = await error_handling_wrapper(generator, status_code=500) |
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return StreamingResponse(wrapped_generator, media_type="text/event-stream") |
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else: |
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return await fetch_response(app.state.client, url, headers, payload) |
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import asyncio |
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class ModelRequestHandler: |
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def __init__(self): |
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self.last_provider_index = -1 |
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def get_matching_providers(self, model_name, token): |
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config = app.state.config |
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api_list = app.state.api_list |
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api_index = api_list.index(token) |
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provider_rules = [] |
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for model in config['api_keys'][api_index]['model']: |
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if "/" in model: |
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provider_name = model.split("/")[0] |
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model = model.split("/")[1] |
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models_list = [] |
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for provider in config['providers']: |
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if provider['provider'] == provider_name: |
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models_list.extend(list(provider['model'].keys())) |
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if (model and model_name in models_list) or (model == "*" and model_name in models_list): |
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provider_rules.append(provider_name) |
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else: |
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for provider in config['providers']: |
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if model in provider['model'].keys(): |
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provider_rules.append(provider['provider'] + "/" + model) |
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provider_list = [] |
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for item in provider_rules: |
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for provider in config['providers']: |
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if provider['provider'] in item: |
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if "/" in item: |
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if item.split("/")[1] == model_name: |
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provider_list.append(provider) |
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else: |
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if model_name in provider['model'].keys(): |
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provider_list.append(provider) |
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return provider_list |
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async def request_model(self, request: RequestModel, token: str): |
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config = app.state.config |
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api_list = app.state.api_list |
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model_name = request.model |
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matching_providers = self.get_matching_providers(model_name, token) |
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if not matching_providers: |
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raise HTTPException(status_code=404, detail="No matching model found") |
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api_index = api_list.index(token) |
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use_round_robin = False |
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auto_retry = False |
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if config['api_keys'][api_index].get("preferences"): |
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use_round_robin = config['api_keys'][api_index]["preferences"].get("USE_ROUND_ROBIN") |
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auto_retry = config['api_keys'][api_index]["preferences"].get("AUTO_RETRY") |
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return await self.try_all_providers(request, matching_providers, use_round_robin, auto_retry) |
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async def try_all_providers(self, request: RequestModel, providers: List[Dict], use_round_robin: bool, auto_retry: bool): |
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num_providers = len(providers) |
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start_index = self.last_provider_index + 1 if use_round_robin else 0 |
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for i in range(num_providers + 1): |
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self.last_provider_index = (start_index + i) % num_providers |
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provider = providers[self.last_provider_index] |
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try: |
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response = await process_request(request, provider) |
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return response |
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except (Exception, HTTPException, asyncio.CancelledError, httpx.ReadError) as e: |
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logger.error(f"Error with provider {provider['provider']}: {str(e)}") |
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if auto_retry: |
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continue |
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else: |
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raise HTTPException(status_code=500, detail="Error: Current provider response failed!") |
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raise HTTPException(status_code=500, detail=f"All providers failed: {request.model}") |
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model_handler = ModelRequestHandler() |
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security = HTTPBearer() |
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def verify_api_key(credentials: HTTPAuthorizationCredentials = Depends(security)): |
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api_list = app.state.api_list |
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token = credentials.credentials |
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if token not in api_list: |
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raise HTTPException(status_code=403, detail="Invalid or missing API Key") |
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return token |
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@app.post("/v1/chat/completions") |
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async def request_model(request: RequestModel, token: str = Depends(verify_api_key)): |
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return await model_handler.request_model(request, token) |
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@app.options("/v1/chat/completions") |
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async def options_handler(): |
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return JSONResponse(status_code=200, content={"detail": "OPTIONS allowed"}) |
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@app.post("/v1/models") |
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async def list_models(token: str = Depends(verify_api_key)): |
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models = post_all_models(token, app.state.config, app.state.api_list) |
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return JSONResponse(content={ |
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"object": "list", |
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"data": models |
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}) |
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@app.get("/v1/models") |
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async def list_models(): |
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models = get_all_models(config=app.state.config) |
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return JSONResponse(content={ |
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"object": "list", |
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"data": models |
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}) |
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@app.get("/generate-api-key") |
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def generate_api_key(): |
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api_key = "sk-" + secrets.token_urlsafe(32) |
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return JSONResponse(content={"api_key": api_key}) |
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if __name__ == '__main__': |
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import uvicorn |
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uvicorn.run( |
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"__main__:app", |
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host="0.0.0.0", |
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port=8000, |
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reload=True, |
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ws="none", |
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log_level="warning" |
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) |