first update

README.md

@@ -1,3 +1,85 @@
-# matagent
+Ubuntu20.04 + python3.11.9 + django
+#1、安装python3.11.9
+sudo apt install build-essential zlib1g-dev libncurses5-dev libgdbm-dev libnss3-dev libssl-dev libreadline-dev libffi-dev libsqlite3-dev wget
+wget https://www.python.org/ftp/python/3.11.9/Python-3.11.9.tgz
+tar zxvf Python-3.11.9.tgz
+cd Python-3.11.9
+./configure --enable-optimizations
+make -j$(nproc)
+sudo make altinstall
+python3.11 -m ensurepip --upgrade
+wget https://bootstrap.pypa.io/get-pip.py
+python3.11 get-pip.py
+#2、安装python虚拟环境和依赖
+cd /opt/matagent
+python3.11 -m venv pyautogen
+source pyautogen/bin/activate
+#安装pyautogen
+pip install pyautogen==0.2.34
+pip install flaml[automl]
+pip install chromadb
+pip install Image
+#安装django
+pip install django
+pip install djangorestframework
+pip install requests
+#安装 websocket支持  channels+asgi
+pip install channels
+pip install asgiref  # Django Channels 依赖的包
+#运行服务，支持http+websocket  websocket接口：  ws://192.168.42.130:8000/matagent/chat
+DJANGO_SETTINGS_MODULE=matagent.settings uvicorn matagent.asgi:application --host 0.0.0.0 --port 8000
+#安装nginx
+sudo apt-get update
+sudo apt-get install nginx
+--查看状态
+sudo systemctl status nginx
+--修改配置
+/etc/nginx/default
+nginx配置在default
 
-多智能体
+
+
+
+#pip install autogen-agentchat[websockets]~=0.2 fastapi uvicorn
+
+
+# 完整agent的console版本
+matagent_main.py是入口点。
+安装requirements.txt里面的pyautogen，然后运行即可。
+.coding目录不要删除，里面包含的是一个配置好的，AGENT执行python代码的环境，否则会报错。
+如果存在问题，检查.coding/pyvenv.cfg文件配置
+data目录记录了实验数据，PL和UV数据，不要删除，否则会报错。
+
+代码中，agent之间的状态流转逻辑通常为每个group的state_transition函数中，其中return 'auto'表示自动选择合适的agent。
+
+# 简单agent的ui版本
+cd ui-simple
+chainlit run --port 8989 appUI.py
+
+chainlit继承了pyautogen的AssistantAgent，在这个基础上实现了chainlit的接口。
+class ChainlitAssistantAgent(AssistantAgent):
+class ChainlitUserProxyAgent(UserProxyAgent):
+同时重载了两个方法以发送数据到前端。
+
+    """
+    Wrapper for AutoGens Assistant Agent
+    """
+    def send(
+        self,
+        message: Union[Dict, str],
+        recipient: Agent,
+        request_reply: Optional[bool] = None,
+        silent: Optional[bool] = False,
+    ) -> bool:
+        cl.run_sync(
+            cl.Message(
+                content=f'**{self.name}** Sending message to "{recipient.name}":\n\n{message}',
+                author=self.name,
+            ).send()
+        )
+        super(ChainlitAssistantAgent, self).send(
+            message=message,
+            recipient=recipient,
+            request_reply=request_reply,
+            silent=silent,
+        )