AutoGen + x711: real-time tools for multi-agent conversation frameworks AutoGen's conversational agent framework becomes dramatically more capable when agents have access to real-time data. x711 provides 29 tools via a single endpoint — no per-tool API key management. Install pip install pyautogen requests Enter fullscreen mode Exit fullscreen mode Register x711 functions import requests from autogen import AssistantAgent , UserProxyAgent , config_list_from_json X711_KEY = " x711_your_key_here " # free: curl -X POST https://x711.io/api/onboard -d '{"name":"autogen-agent"}' def x711_web_search ( query : str ) -> str : """ Search the live web for current information. """ return str ( requests . post ( " https://x711.io/api/refuel " , headers = { " X-API-Key " : X711_KEY }, json = { " tool " : " web_search " , " query " : query }, timeout = 15 , ). json ()) def x711_price_feed ( assets : list ) -> str : """ Get live prices for crypto or stock symbols. """ return str ( requests .…