mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-25 08:33:53 +08:00
update:单模块部署xiaozhi-server,支持mcp调用摄像头识图
This commit is contained in:
@@ -0,0 +1,121 @@
|
||||
import json
|
||||
from aiohttp import web
|
||||
from config.logger import setup_logging
|
||||
from core.utils.util import get_vision_url, is_valid_image_file
|
||||
from core.utils.vllm import create_instance
|
||||
import base64
|
||||
|
||||
TAG = __name__
|
||||
|
||||
# 设置最大文件大小为5MB
|
||||
MAX_FILE_SIZE = 5 * 1024 * 1024
|
||||
|
||||
|
||||
class VisionHandler:
|
||||
def __init__(self, config: dict):
|
||||
self.config = config
|
||||
self.logger = setup_logging()
|
||||
|
||||
def _create_error_response(self, message: str) -> dict:
|
||||
"""创建统一的错误响应格式"""
|
||||
return {"success": False, "message": message}
|
||||
|
||||
async def handle_post(self, request):
|
||||
"""处理 MCP Vision POST 请求"""
|
||||
try:
|
||||
# 获取请求头信息
|
||||
device_id = request.headers.get("Device-Id", "")
|
||||
client_id = request.headers.get("Client-Id", "")
|
||||
self.logger.bind(tag=TAG).debug(f"Device-Id: {device_id}")
|
||||
self.logger.bind(tag=TAG).debug(f"Client-Id: {client_id}")
|
||||
|
||||
# 解析multipart/form-data请求
|
||||
reader = await request.multipart()
|
||||
|
||||
# 读取question字段
|
||||
question_field = await reader.next()
|
||||
if question_field is None:
|
||||
raise ValueError("缺少问题字段")
|
||||
question = await question_field.text()
|
||||
self.logger.bind(tag=TAG).debug(f"Question: {question}")
|
||||
|
||||
# 读取图片文件
|
||||
image_field = await reader.next()
|
||||
if image_field is None:
|
||||
raise ValueError("缺少图片文件")
|
||||
|
||||
# 读取图片数据
|
||||
image_data = await image_field.read()
|
||||
if not image_data:
|
||||
raise ValueError("图片数据为空")
|
||||
|
||||
# 检查文件大小
|
||||
if len(image_data) > MAX_FILE_SIZE:
|
||||
raise ValueError(
|
||||
f"图片大小超过限制,最大允许{MAX_FILE_SIZE/1024/1024}MB"
|
||||
)
|
||||
|
||||
# 检查文件格式
|
||||
if not is_valid_image_file(image_data):
|
||||
raise ValueError(
|
||||
"不支持的文件格式,请上传有效的图片文件(支持JPEG、PNG、GIF、BMP、TIFF、WEBP格式)"
|
||||
)
|
||||
|
||||
# 将图片转换为base64编码
|
||||
image_base64 = base64.b64encode(image_data).decode("utf-8")
|
||||
|
||||
vllm_config = self.config["VLLM"]["ChatGLMVLLM"]
|
||||
provider = create_instance("openai", vllm_config)
|
||||
response = provider.response(question, image_base64)
|
||||
|
||||
return_json = {
|
||||
"success": True,
|
||||
"result": response,
|
||||
}
|
||||
|
||||
response = web.Response(
|
||||
text=json.dumps(return_json, separators=(",", ":")),
|
||||
content_type="application/json",
|
||||
)
|
||||
except ValueError as e:
|
||||
self.logger.bind(tag=TAG).error(f"MCP Vision POST请求异常: {e}")
|
||||
return_json = self._create_error_response(str(e))
|
||||
response = web.Response(
|
||||
text=json.dumps(return_json, separators=(",", ":")),
|
||||
content_type="application/json",
|
||||
)
|
||||
except Exception as e:
|
||||
self.logger.bind(tag=TAG).error(f"MCP Vision POST请求异常: {e}")
|
||||
return_json = self._create_error_response("处理请求时发生错误")
|
||||
response = web.Response(
|
||||
text=json.dumps(return_json, separators=(",", ":")),
|
||||
content_type="application/json",
|
||||
)
|
||||
finally:
|
||||
self._add_cors_headers(response)
|
||||
return response
|
||||
|
||||
async def handle_get(self, request):
|
||||
"""处理 MCP Vision GET 请求"""
|
||||
try:
|
||||
vision_explain = get_vision_url(self.config)
|
||||
message = f"MCP Vision 接口运行正常,视觉解释接口地址是:{vision_explain}"
|
||||
response = web.Response(text=message, content_type="text/plain")
|
||||
except Exception as e:
|
||||
self.logger.bind(tag=TAG).error(f"MCP Vision GET请求异常: {e}")
|
||||
return_json = self._create_error_response("服务器内部错误")
|
||||
response = web.Response(
|
||||
text=json.dumps(return_json, separators=(",", ":")),
|
||||
content_type="application/json",
|
||||
)
|
||||
finally:
|
||||
self._add_cors_headers(response)
|
||||
return response
|
||||
|
||||
def _add_cors_headers(self, response):
|
||||
"""添加CORS头信息"""
|
||||
response.headers["Access-Control-Allow-Headers"] = (
|
||||
"client-id, content-type, device-id"
|
||||
)
|
||||
response.headers["Access-Control-Allow-Credentials"] = "true"
|
||||
response.headers["Access-Control-Allow-Origin"] = "*"
|
||||
Reference in New Issue
Block a user