import os from dotenv import load_dotenv from termcolor import colored import swarms.prompts.security_team as stsp from swarms.models import GPT4VisionAPI from swarms.structs import Agent # Load environment variables and initialize the Vision API load_dotenv() api_key = os.getenv("OPENAI_API_KEY") llm = GPT4VisionAPI(openai_api_key=api_key) # Image for analysis # img = "IMG_1617.jpeg" img = "ubase1.jpeg" img2 = "ubase2.jpeg" # Initialize agents with respective prompts for security tasks crowd_analysis_agent = Agent( agent_name="Crowd Analysis Agent", llm=llm, sop=stsp.CROWD_ANALYSIS_AGENT_PROMPT, max_loops=1, multi_modal=True, ) weapon_detection_agent = Agent( agent_name="Weapon Detection Agent", llm=llm, sop=stsp.WEAPON_DETECTION_AGENT_PROMPT, max_loops=1, multi_modal=True, ) surveillance_monitoring_agent = Agent( agent_name="Surveillance Monitoring Agent", llm=llm, sop=stsp.SURVEILLANCE_MONITORING_AGENT_PROMPT, max_loops=1, multi_modal=True, ) emergency_response_coordinator = Agent( agent_name="Emergency Response Coordinator", # "Emergency Response Coordinator llm=llm, sop=stsp.EMERGENCY_RESPONSE_COORDINATOR_PROMPT, max_loops=1, multi_modal=True, ) colored("Security Team Analysis", "green") colored("Inspect the scene for any potential threats", "green") colored("Weapon Detection Analysis", "green") weapon_detection_analysis = weapon_detection_agent.run( "Inspect the scene for any potential threats", img ) colored("Surveillance Monitoring Analysis", "cyan") surveillance_monitoring_analysis = surveillance_monitoring_agent.run( "Monitor the overall scene for unusual activities", img ) colored("Emergency Response Analysis", "red") emergency_response_analysis = emergency_response_coordinator.run( "Develop a response plan based on the scene analysis", img )