Merge pull request #216 from elder-plinius/master

logistics

playground/demos/logistics/logistics.py

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+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
+)

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.
+"""