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import json
import requests
from fastapi import FastAPI, Header, HTTPException
from fastapi.responses import StreamingResponse, PlainTextResponse, Response
from pydantic import BaseModel
from typing import List, Optional, Union
from dotenv import load_dotenv
load_dotenv()
app = FastAPI()
GEMMA_API_KEY = os.getenv("GEMMA_API_KEY")
APP_API_KEY = os.getenv("APP_API_KEY")
GEMINI_BASE_URL = "https://generativelanguage.googleapis.com/v1beta"
class Message(BaseModel):
role: str
content: Union[str, List[dict]]
class ChatRequest(BaseModel):
model: str
messages: List[Message]
stream: Optional[bool] = False
plain: Optional[bool] = False
class UTF8JSONResponse(Response):
media_type = "application/json; charset=utf-8"
def render(self, content) -> bytes:
return json.dumps(
content,
ensure_ascii=False,
separators=(",", ":"),
).encode("utf-8")
def extract_text(messages):
text = ""
for msg in messages:
content = msg.content
if isinstance(content, list):
for item in content:
if item.get("type") == "text":
text += item.get("text", "") + "\n"
else:
continue
elif isinstance(content, str):
text += content + "\n"
return text.strip()
def fix_mojibake(text: str) -> str:
"""
Repairs common UTF-8-as-latin1 mojibake such as:
Itâs -> It’s
"""
if not isinstance(text, str):
return text
suspicious = ("’", "“", "â€", "‘", "–", "—", "Ã")
if any(s in text for s in suspicious):
try:
return text.encode("latin1").decode("utf-8")
except UnicodeError:
return text
return text
def gemini_generate_url(model_name: str) -> str:
return f"{GEMINI_BASE_URL}/models/{model_name}:generateContent?key={GEMMA_API_KEY}"
def gemini_stream_url(model_name: str) -> str:
return f"{GEMINI_BASE_URL}/models/{model_name}:streamGenerateContent?alt=sse&key={GEMMA_API_KEY}"
def extract_gemini_text(payload: dict) -> str:
candidates = payload.get("candidates") or []
if not candidates:
return ""
content = candidates[0].get("content") or {}
parts = content.get("parts") or []
if not parts:
return ""
return parts[0].get("text", "") or ""
@app.post("/v1/chat/completions")
def chat_completions(
request: ChatRequest,
authorization: Optional[str] = Header(None),
):
if not authorization:
raise HTTPException(status_code=401, detail="Missing Authorization header")
token = authorization.replace("Bearer ", "").strip()
if token != APP_API_KEY:
raise HTTPException(status_code=403, detail="Invalid API key")
if not GEMMA_API_KEY:
raise HTTPException(status_code=500, detail="GEMMA_API_KEY is not set")
model_name = request.model or "gemma-3-27b-it"
prompt = extract_text(request.messages)
payload = {
"contents": [
{
"parts": [{"text": prompt}]
}
]
}
# -------- STREAM MODE --------
if request.stream:
def generate():
try:
url = gemini_stream_url(model_name)
with requests.post(
url,
json=payload,
stream=True,
timeout=120,
headers={"Content-Type": "application/json"},
) as res:
res.raise_for_status()
res.encoding = "utf-8"
sent_role = False
for raw_line in res.iter_lines(decode_unicode=True):
if not raw_line:
continue
line = raw_line.strip()
if line.startswith("data:"):
line = line[5:].strip()
if not line or line == "[DONE]":
continue
try:
chunk_json = json.loads(line)
except json.JSONDecodeError:
continue
text = extract_gemini_text(chunk_json)
if not text:
continue
text = fix_mojibake(text)
delta = {"content": text}
if not sent_role:
delta["role"] = "assistant"
sent_role = True
openai_chunk = {
"id": "chatcmpl-gemma",
"object": "chat.completion.chunk",
"choices": [
{
"index": 0,
"delta": delta,
"finish_reason": None,
}
],
}
yield f"data: {json.dumps(openai_chunk, ensure_ascii=False)}\n\n"
yield "data: [DONE]\n\n"
except Exception as e:
error_chunk = {"error": str(e)}
yield f"data: {json.dumps(error_chunk, ensure_ascii=False)}\n\n"
yield "data: [DONE]\n\n"
return StreamingResponse(
generate(),
media_type="text/event-stream; charset=utf-8",
headers={"Cache-Control": "no-cache"},
)
# -------- NON-STREAM --------
try:
url = gemini_generate_url(model_name)
res = requests.post(
url,
json=payload,
timeout=120,
headers={"Content-Type": "application/json"},
)
res.raise_for_status()
res.encoding = "utf-8"
data = res.json()
output = extract_gemini_text(data)
output = fix_mojibake(output)
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
# -------- PLAIN TEXT --------
if request.plain:
return PlainTextResponse(
output,
media_type="text/plain; charset=utf-8",
)
# -------- OPENAI JSON --------
return UTF8JSONResponse({
"id": "chatcmpl-gemma",
"object": "chat.completion",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": output,
},
"finish_reason": "stop",
}
],
}) |