feat: AI对话系统 v1.0.0 - 网页端和Matrix端实时同步

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2026-04-11 11:51:54 +08:00
commit 46216205fe
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services/ai_service.py Normal file
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"""
AI服务 - 调用大模型API
"""
import httpx
from typing import List, Dict, Optional
import json
class AIService:
def __init__(self, api_base: str = "http://192.168.2.17:19007/v1", api_key: str = "sk-local", model: str = "qwen3.5-4b"):
self.api_base = api_base
self.api_key = api_key
self.model = model
async def chat(self, messages: List[Dict], stream: bool = False) -> str:
"""
调用AI模型进行对话
Args:
messages: 对话历史 [{"role": "user", "content": "..."}]
stream: 是否流式输出
Returns:
AI回复内容
"""
url = f"{self.api_base}/chat/completions"
headers = {
"Authorization": f"Bearer {self.api_key}",
"Content-Type": "application/json"
}
payload = {
"model": self.model,
"messages": messages,
"stream": stream,
"temperature": 0.7,
"max_tokens": 2000
}
async with httpx.AsyncClient(timeout=60.0) as client:
response = await client.post(url, headers=headers, json=payload)
response.raise_for_status()
data = response.json()
return data['choices'][0]['message']['content']
async def chat_stream(self, messages: List[Dict]):
"""
流式调用AI模型
"""
url = f"{self.api_base}/chat/completions"
headers = {
"Authorization": f"Bearer {self.api_key}",
"Content-Type": "application/json"
}
payload = {
"model": self.model,
"messages": messages,
"stream": True,
"temperature": 0.7,
"max_tokens": 2000
}
async with httpx.AsyncClient(timeout=60.0) as client:
async with client.stream("POST", url, headers=headers, json=payload) as response:
async for line in response.aiter_lines():
if line.startswith("data: "):
data_str = line[6:]
if data_str == "[DONE]":
break
try:
data = json.loads(data_str)
if 'choices' in data and len(data['choices']) > 0:
delta = data['choices'][0].get('delta', {})
if 'content' in delta:
yield delta['content']
except json.JSONDecodeError:
continue
# 全局实例
ai_service = AIService()