mirror of
https://github.com/grillazz/fastapi-sqlalchemy-asyncpg.git
synced 2025-08-26 16:40:40 +03:00
refactor llm service
This commit is contained in:
parent
f261fb3e13
commit
c8ff69efa5
@ -10,42 +10,36 @@ class StreamLLMService:
|
||||
|
||||
async def stream_chat(self, prompt: str) -> AsyncGenerator[bytes, None]:
|
||||
"""Stream chat completion responses from LLM."""
|
||||
# Send user message first
|
||||
user_msg = {
|
||||
'role': 'user',
|
||||
'content': prompt,
|
||||
}
|
||||
yield orjson.dumps(user_msg) + b'\n'
|
||||
# Send initial user message
|
||||
yield orjson.dumps({"role": "user", "content": prompt}) + b"\n"
|
||||
|
||||
# Open client as context manager and stream responses
|
||||
async with httpx.AsyncClient(base_url=self.base_url) as client:
|
||||
request_data = {
|
||||
"model": self.model,
|
||||
"messages": [{"role": "user", "content": prompt}],
|
||||
"stream": True,
|
||||
}
|
||||
|
||||
async with client.stream(
|
||||
"POST",
|
||||
"/chat/completions",
|
||||
json={
|
||||
"model": self.model,
|
||||
"messages": [{"role": "user", "content": prompt}],
|
||||
"stream": True
|
||||
},
|
||||
timeout=60.0
|
||||
"POST", "/chat/completions", json=request_data, timeout=60.0
|
||||
) as response:
|
||||
async for line in response.aiter_lines():
|
||||
print(line)
|
||||
if line.startswith("data: ") and line != "data: [DONE]":
|
||||
try:
|
||||
json_line = line[6:] # Remove "data: " prefix
|
||||
data = orjson.loads(json_line)
|
||||
content = data.get("choices", [{}])[0].get("delta", {}).get("content", "")
|
||||
if content:
|
||||
model_msg = {
|
||||
'role': 'model',
|
||||
'content': content
|
||||
}
|
||||
yield orjson.dumps(model_msg) + b'\n'
|
||||
except Exception:
|
||||
pass
|
||||
if not (line.startswith("data: ") and line != "data: [DONE]"):
|
||||
continue
|
||||
try:
|
||||
data = orjson.loads(line[6:]) # Skip "data: " prefix
|
||||
if (
|
||||
content := data.get("choices", [{}])[0]
|
||||
.get("delta", {})
|
||||
.get("content", "")
|
||||
):
|
||||
yield (
|
||||
orjson.dumps({"role": "model", "content": content})
|
||||
+ b"\n"
|
||||
)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
# FastAPI dependency
|
||||
def get_llm_service(base_url: Optional[str] = None) -> StreamLLMService:
|
||||
return StreamLLMService(base_url=base_url)
|
||||
return StreamLLMService(base_url=base_url)
|
||||
|
Loading…
x
Reference in New Issue
Block a user