add README.md and test

This commit is contained in:
grillazz
2025-05-03 13:18:27 +02:00
parent b5fcd0489a
commit e215876848
3 changed files with 42 additions and 45 deletions

View File

@@ -1,53 +1,30 @@
from typing import Optional, AsyncGenerator
import anyio
import httpx
import orjson
async def chat_with_endpoint():
async with httpx.AsyncClient() as client:
while True:
# Get user input
prompt = input("\nYou: ")
if prompt.lower() == "exit":
break
class StreamLLMService:
def __init__(self, base_url: str = "http://localhost:11434/v1"):
self.base_url = base_url
self.model = "llama3.2"
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"
# Open client as context manager and stream responses
async with httpx.AsyncClient(base_url=self.base_url) as client:
# Send request to the API
print("\nModel: ", end="", flush=True)
async with client.stream(
"POST",
"/chat/completions",
json={
"model": self.model,
"messages": [{"role": "user", "content": prompt}],
"stream": True,
},
timeout=60.0,
"http://localhost:8000/chat/",
data={"prompt": prompt},
timeout=60
) as response:
async for line in response.aiter_lines():
print(line)
if line.startswith("data: ") and line != "data: [DONE]":
async for chunk in response.aiter_lines():
if chunk:
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(chunk)
print(data["content"], end="", flush=True)
except Exception as e:
print(f"\nError parsing chunk: {e}")
# FastAPI dependency
def get_llm_service(base_url: Optional[str] = None) -> StreamLLMService:
return StreamLLMService(base_url=base_url or "http://localhost:11434/v1")
if __name__ == "__main__":
anyio.run(chat_with_endpoint)