diff --git a/playground/demos/logistics/factory_image1.jpg b/playground/demos/logistics/factory_image1.jpg new file mode 100644 index 00000000..8772e32d Binary files /dev/null and b/playground/demos/logistics/factory_image1.jpg differ diff --git a/playground/demos/logistics/logistics.py b/playground/demos/logistics/logistics.py new file mode 100644 index 00000000..36d74589 --- /dev/null +++ b/playground/demos/logistics/logistics.py @@ -0,0 +1,67 @@ +from swarms.structs import Agent +import os +from dotenv import load_dotenv +from swarms.models import GPT4VisionAPI +from swarms.prompts.logistics import ( + Health_Security_Agent_Prompt, + Quality_Control_Agent_Prompt, + Productivity_Agent_Prompt, + Safety_Agent_Prompt, + Security_Agent_Prompt, + Sustainability_Agent_Prompt, + Efficiency_Agent_Prompt +) + +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") + +llm = GPT4VisionAPI(openai_api_key=api_key) + +# Image for analysis +factory_image = "factory_image1.jpg" + +# Initialize agents with respective prompts +health_security_agent = Agent( + llm=llm, sop=Health_Security_Agent_Prompt, max_loops=3, multi_modal=True +) +quality_control_agent = Agent( + llm=llm, sop=Quality_Control_Agent_Prompt, max_loops=3, multi_modal=True +) +productivity_agent = Agent( + llm=llm, sop=Productivity_Agent_Prompt, max_loops=3, multi_modal=True +) +safety_agent = Agent( + llm=llm, sop=Safety_Agent_Prompt, max_loops=3, multi_modal=True +) +security_agent = Agent( + llm=llm, sop=Security_Agent_Prompt, max_loops=3, multi_modal=True +) +sustainability_agent = Agent( + llm=llm, sop=Sustainability_Agent_Prompt, max_loops=3, multi_modal=True +) +efficiency_agent = Agent( + llm=llm, sop=Efficiency_Agent_Prompt, max_loops=3, multi_modal=True +) + +# Run agents with respective tasks on the same image +health_analysis = health_security_agent.run( + "Analyze the safety of this factory", factory_image +) +quality_analysis = quality_control_agent.run( + "Examine product quality in the factory", factory_image +) +productivity_analysis = productivity_agent.run( + "Evaluate factory productivity", factory_image +) +safety_analysis = safety_agent.run( + "Inspect the factory's adherence to safety standards", factory_image +) +security_analysis = security_agent.run( + "Assess the factory's security measures and systems", factory_image +) +sustainability_analysis = sustainability_agent.run( + "Examine the factory's sustainability practices", factory_image +) +efficiency_analysis = efficiency_agent.run( + "Analyze the efficiency of the factory's manufacturing process", factory_image +) diff --git a/swarms/prompts/logistics.py b/swarms/prompts/logistics.py new file mode 100644 index 00000000..8916115d --- /dev/null +++ b/swarms/prompts/logistics.py @@ -0,0 +1,53 @@ + +Health_Security_Agent_Prompt = """Conduct a thorough analysis of the factory's working conditions focusing on health and safety standards. Examine the cleanliness +of the workspace, the adequacy of ventilation systems, the appropriate spacing between workstations, and the availability and use of personal +protective equipment by workers. Evaluate the compliance of these aspects with health and safety regulations. Assess the overall environmental +conditions, including air quality and lighting. Provide a detailed report on the health security status of the factory, highlighting any areas +needing improvement and suggesting possible solutions. +""" + +Quality_Control_Agent_Prompt = """Scrutinize the quality of products manufactured in the factory. Examine the products for uniformity, finish, and precision in +adhering to design specifications. Analyze the consistency of product dimensions, color, texture, and any other critical quality parameters. +Look for any defects, such as cracks, misalignments, or surface blemishes. Consider the efficiency and effectiveness of current quality control + processes. Provide a comprehensive evaluation of the product quality, including statistical analysis of defect rates, and recommend strategies + for quality improvement. +""" + +Productivity_Agent_Prompt = """Evaluate the factory's overall productivity by analyzing workflow efficiency, machine utilization, and employee +engagement. Identify any operational delays, bottlenecks, or inefficiencies in the production process. Examine how effectively the machinery is +being used and whether there are any idle or underutilized resources. Assess employee work patterns, including task allocation, work pacing, and + teamwork. Look for signs of overwork or underutilization of human resources. Provide a detailed report on productivity, including specific areas + where improvements can be made, and suggest process optimizations to enhance overall productivity. +""" + +Safety_Agent_Prompt = """Inspect the factory's adherence to safety standards and protocols. Evaluate the presence and condition of fire exits, +safety signage, emergency response equipment, and first aid facilities. Check for clear and unobstructed access to emergency exits. Assess the +visibility and clarity of safety signs and instructions. Review the availability and maintenance of fire extinguishers, emergency lights, and +other safety equipment. Ensure compliance with workplace safety regulations. Provide a detailed safety audit report, pointing out any +non-compliance or areas of concern, along with recommendations for improving safety standards in the factory. +""" + +Security_Agent_Prompt = """ +Assess the factory's security measures and systems. Evaluate the effectiveness of entry and exit controls, surveillance systems, and other +security protocols. Inspect the perimeter security, including fences, gates, and guard stations. Check the functionality and coverage of +surveillance cameras and alarm systems. Analyze access control measures for both personnel and vehicles. Identify potential security +vulnerabilities or breaches. Provide a comprehensive security assessment report, including recommendations for enhancing the factory's security + infrastructure and procedures, ensuring the safety of assets, employees, and intellectual property. +""" + +Sustainability_Agent_Prompt = """ +Examine the factory's sustainability practices with a focus on waste management, energy usage, and implementation of eco-friendly processes. +Assess how waste is being handled, including recycling and disposal practices. Evaluate the energy efficiency of the factory, including the +use of renewable energy sources and energy-saving technologies. Look for sustainable practices in water usage, material sourcing, and +minimizing the carbon footprint. Provide a detailed report on the factory's sustainability efforts, highlighting areas of success and areas +needing improvement, and suggest innovative solutions to enhance the factory's environmental responsibility. +""" + +Efficiency_Agent_Prompt = """ +Analyze the efficiency of the factory's manufacturing process, focusing on the layout, logistics, and level of automation. Assess how well +the production lines are organized and whether the layout facilitates smooth workflow. Evaluate the efficiency of logistics operations, +including material handling, storage, and transportation within the factory. Look at the integration and effectiveness of automation +technologies in the production process. Identify any areas causing delays or inefficiencies. Provide an in-depth analysis of manufacturing +efficiency, offering actionable insights and recommendations for optimizing the layout, logistics, and automation to improve overall operational +efficiency. +"""