File size: 1,076 Bytes
0006388 | 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 | import os
import re
import requests
from dotenv import load_dotenv
from langchain_openai import ChatOpenAI
load_dotenv()
llm = ChatOpenAI(
model="qwen3.5-35b-a3b",
openai_api_key=os.getenv("AGICTO_API_KEY"),
openai_api_base=os.getenv("AGICTO_BASE_URL", "https://api.agicto.cn/v1"),
temperature=0.0,
max_tokens=256,
)
SYSTEM_PROMPT = (
"Answer with one word or number.\n"
"No explanation.\n"
"No punctuation.\n"
"No units.\n"
"No tags."
)
def clean(text: str) -> str:
text = re.sub(r".*?", "", text, flags=re.S)
return text.strip().splitlines()[0]
def agent(question: str, files=None) -> str:
try:
context = ""
if files:
for f in files:
r = requests.get(f, timeout=10)
if r.ok:
context += r.text[:6000]
res = llm.invoke([
{"role": "system", "content": SYSTEM_PROMPT},
{"role": "user", "content": f"{context}{question}"}
])
return clean(res.content)
except Exception:
return "0" |