mirror of
https://github.com/grillazz/fastapi-sqlalchemy-asyncpg.git
synced 2026-11-01 01:24:45 +03:00
feat: update codebase to use httpx2 and enhance docstrings for clarity
This commit is contained in:
+19
-21
@@ -1,25 +1,28 @@
|
||||
from collections.abc import AsyncGenerator
|
||||
"""Streaming client for OpenAI-compatible chat completion endpoints."""
|
||||
|
||||
import httpx
|
||||
from collections.abc import AsyncIterator
|
||||
|
||||
import httpx2
|
||||
import orjson
|
||||
|
||||
|
||||
class StreamLLMService:
|
||||
"""Send prompts to an LLM endpoint and yield newline-delimited JSON events."""
|
||||
|
||||
def __init__(self, base_url: str = "http://localhost:11434/v1") -> None:
|
||||
"""Configure the endpoint and default model."""
|
||||
self.base_url = base_url
|
||||
self.model = "llama3.2"
|
||||
|
||||
async def stream_chat(self, prompt: str) -> AsyncGenerator[bytes]:
|
||||
"""Stream chat completion responses from LLM."""
|
||||
# Send the user a message first
|
||||
async def stream_chat(self, prompt: str) -> AsyncIterator[bytes]:
|
||||
"""Yield the prompt followed by streamed model response chunks."""
|
||||
user_msg = {
|
||||
"role": "user",
|
||||
"content": prompt,
|
||||
}
|
||||
yield orjson.dumps(user_msg) + b"\n"
|
||||
|
||||
# Open client as context manager and stream responses
|
||||
async with httpx.AsyncClient(base_url=self.base_url) as client:
|
||||
async with httpx2.AsyncClient(base_url=self.base_url) as client:
|
||||
async with client.stream(
|
||||
"POST",
|
||||
"/chat/completions",
|
||||
@@ -32,21 +35,16 @@ class StreamLLMService:
|
||||
) as response:
|
||||
async for line in response.aiter_lines():
|
||||
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
|
||||
data = orjson.loads(line.removeprefix("data: "))
|
||||
choices = data.get("choices", [])
|
||||
if not choices:
|
||||
continue
|
||||
content = choices[0].get("delta", {}).get("content", "")
|
||||
if content:
|
||||
model_msg = {"role": "model", "content": content}
|
||||
yield orjson.dumps(model_msg) + b"\n"
|
||||
|
||||
|
||||
# FastAPI dependency
|
||||
def get_llm_service(base_url: str | None = None) -> StreamLLMService:
|
||||
"""Build the service using the supplied URL or its local default."""
|
||||
return StreamLLMService(base_url=base_url or "http://localhost:11434/v1")
|
||||
|
||||
Reference in New Issue
Block a user