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Installation

pip install agentops pyautogen

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Setting Up API Keys

Before using AG2 with AgentOps, you need to set up your API keys. You can obtain: Then to set them up, you can either export them as environment variables or set them in a .env file. 
export OPENAI_API_KEY="your_openai_api_key_here" export AGENTOPS_API_KEY="your_agentops_api_key_here"
Then load the environment variables in your Python code: 
from dotenv import load_dotenv import os  # Load environment variables from .env file load_dotenv()  # Set up environment variables with fallback values os.environ["OPENAI_API_KEY"] = os.getenv("OPENAI_API_KEY") os.environ["AGENTOPS_API_KEY"] = os.getenv("AGENTOPS_API_KEY")

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Usage

Initialize AgentOps at the beginning of your application to automatically track all AG2 agent interactions: 
import agentops import autogen import os  # Initialize AgentOps agentops.init()  # Configure your AG2 agents config_list = [  {  "model": "gpt-4",  "api_key": os.getenv("OPENAI_API_KEY"),  } ]  llm_config = {  "config_list": config_list,  "timeout": 60, }  # Create a single agent assistant = autogen.AssistantAgent(  name="assistant",  llm_config=llm_config,  system_message="You are a helpful AI assistant." )  user_proxy = autogen.UserProxyAgent(  name="user_proxy",  human_input_mode="TERMINATE",  max_consecutive_auto_reply=10,  is_termination_msg=lambda x: x.get("content", "").rstrip().endswith("TERMINATE"),  code_execution_config={"last_n_messages": 3, "work_dir": "coding"}, )  # Initiate a conversation user_proxy.initiate_chat(  assistant,  message="How can I implement a basic web scraper in Python?" )

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Examples

AG2 Async Agent Chat

AG2 Async Agent Chat with Automated Responses

Async Human Input

Demonstrates asynchronous human input with AG2 agents.

Wikipedia Search Tool

Example of AG2 agents using a Wikipedia search tool.