File size: 5,570 Bytes
3f4fc54 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 | import os, json, httpx
from dotenv import load_dotenv
from fastapi import FastAPI, Request
from fastapi.responses import StreamingResponse, JSONResponse
import re
load_dotenv()
app = FastAPI()
# --- Provider config ---
PROVIDER = os.getenv("PROVIDER", "nvidia_nim")
MODEL = os.getenv("MODEL", "mistralai/devstral-2-123b-instruct-2512")
PROVIDERS = {
"nvidia_nim": {
"base_url": "https://integrate.api.nvidia.com/v1",
"api_key": os.getenv("NVIDIA_API_KEY"),
},
"openrouter": {
"base_url": "https://openrouter.ai/api/v1",
"api_key": os.getenv("OPENROUTER_API_KEY"),
},
"groq": {
"base_url": "https://api.groq.com/openai/v1",
"api_key": os.getenv("GROQ_API_KEY"),
},
"google": {
"base_url": "https://generativelanguage.googleapis.com/v1beta/openai",
"api_key": os.getenv("GOOGLE_API_KEY"),
},
"zai": {
"base_url": "https://api.z.ai/api/paas/v4",
"api_key": os.getenv("ZAI_API_KEY"),
},
}
provider = PROVIDERS.get(PROVIDER)
if not provider:
raise ValueError(f"Unknown provider: {PROVIDER}. Choose from: {list(PROVIDERS.keys())}")
if not provider["api_key"]:
raise ValueError(f"Missing API key for provider: {PROVIDER}")
BASE_URL = provider["base_url"]
API_KEY = provider["api_key"]
print(f"✅ Provider: {PROVIDER}")
print(f"✅ Model: {MODEL}")
# --- Helpers ---
def clean_delta(text):
text = re.sub(r'<\|tool_calls_section_begin\|>.*?<\|tool_calls_section_end\|>', '', text, flags=re.DOTALL)
text = re.sub(r'<\|tool_call_begin\|>.*?<\|tool_call_end\|>', '', text, flags=re.DOTALL)
text = re.sub(r'<\|[^|]+\|>', '', text)
return text
def anthropic_to_openai(body):
messages = []
if body.get("system"):
system = body["system"]
if isinstance(system, list):
system = " ".join(b.get("text", "") for b in system if b.get("type") == "text")
messages.append({"role": "system", "content": system})
for m in body.get("messages", []):
content = m["content"]
if isinstance(content, list):
content = " ".join(b.get("text", "") for b in content if b.get("type") == "text")
messages.append({"role": m["role"], "content": content})
return {
"model": MODEL,
"messages": messages,
"max_tokens": body.get("max_tokens", 8192),
"stream": body.get("stream", False),
}
# --- Routes ---
@app.get("/v1/models")
async def models():
return JSONResponse({"data": [{"id": MODEL, "object": "model"}]})
@app.post("/v1/messages")
async def messages(request: Request):
body = await request.json()
oai_payload = anthropic_to_openai(body)
headers = {"Authorization": f"Bearer {API_KEY}"}
# Non-streaming
if not oai_payload["stream"]:
async with httpx.AsyncClient(timeout=120) as client:
r = await client.post(f"{BASE_URL}/chat/completions", json=oai_payload, headers=headers)
data = r.json()
text = data["choices"][0]["message"]["content"]
text = clean_delta(text)
return {
"id": "msg_1",
"type": "message",
"role": "assistant",
"content": [{"type": "text", "text": text}],
"model": body.get("model", MODEL),
"stop_reason": "end_turn",
"stop_sequence": None,
"usage": {"input_tokens": 0, "output_tokens": 0}
}
# Streaming
async def stream():
yield f"event: message_start\ndata: {json.dumps({'type':'message_start','message':{'id':'msg_1','type':'message','role':'assistant','content':[],'model':MODEL,'stop_reason':None,'stop_sequence':None,'usage':{'input_tokens':0,'output_tokens':0}}})}\n\n"
yield f"event: content_block_start\ndata: {json.dumps({'type':'content_block_start','index':0,'content_block':{'type':'text','text':''}})}\n\n"
yield f"event: ping\ndata: {json.dumps({'type':'ping'})}\n\n"
try:
async with httpx.AsyncClient(timeout=120) as client:
async with client.stream("POST", f"{BASE_URL}/chat/completions", json=oai_payload, headers=headers) as r:
async for line in r.aiter_lines():
if not line.startswith("data: ") or line.strip() == "data: [DONE]":
continue
try:
chunk = json.loads(line[6:])
delta = chunk["choices"][0].get("delta", {}).get("content") or ""
delta = clean_delta(delta)
if delta:
yield f"event: content_block_delta\ndata: {json.dumps({'type':'content_block_delta','index':0,'delta':{'type':'text_delta','text':delta}})}\n\n"
except Exception:
continue
except Exception as e:
yield f"event: content_block_delta\ndata: {json.dumps({'type':'content_block_delta','index':0,'delta':{'type':'text_delta','text':f'[proxy error: {str(e)}]'}})}\n\n"
yield f"event: content_block_stop\ndata: {json.dumps({'type':'content_block_stop','index':0})}\n\n"
yield f"event: message_delta\ndata: {json.dumps({'type':'message_delta','delta':{'stop_reason':'end_turn','stop_sequence':None},'usage':{'output_tokens':0}})}\n\n"
yield f"event: message_stop\ndata: {json.dumps({'type':'message_stop'})}\n\n"
return StreamingResponse(stream(), media_type="text/event-stream") |