@ -1127,122 +1127,6 @@ mv = MajorityVoting(
# Start the majority voting
# Start the majority voting
mv.run("What is your stance on healthcare?")
mv.run("What is your stance on healthcare?")
```
```
### Real-World Deployment
### Multi-Agent Swarm for Logistics
Here's a production grade swarm ready for real-world deployment in a factory and logistics settings like warehouses. This swarm can automate 3 costly and inefficient workflows, safety checks, productivity checks, and warehouse security.
```python
import os
from dotenv import load_dotenv
from swarms.models import GPT4VisionAPI
from swarms.prompts.logistics import (
Efficiency_Agent_Prompt,
Health_Security_Agent_Prompt,
Productivity_Agent_Prompt,
Quality_Control_Agent_Prompt,
Safety_Agent_Prompt,
Security_Agent_Prompt,
Sustainability_Agent_Prompt,
)
from swarms.structs import Agent
# Load ENV
load_dotenv()
api_key = os.getenv("OPENAI_API_KEY")
# GPT4VisionAPI
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=1,
multi_modal=True,
)
# Quality control agent
quality_control_agent = Agent(
llm=llm,
sop=Quality_Control_Agent_Prompt,
max_loops=1,
multi_modal=True,
)
# Productivity Agent
productivity_agent = Agent(
llm=llm,
sop=Productivity_Agent_Prompt,
max_loops=1,
multi_modal=True,
)
# Initiailize safety agent
safety_agent = Agent(llm=llm, sop=Safety_Agent_Prompt, max_loops=1, multi_modal=True)
# Init the security agent
security_agent = Agent(
llm=llm, sop=Security_Agent_Prompt, max_loops=1, multi_modal=True
)
# Initialize sustainability agent
sustainability_agent = Agent(
llm=llm,
sop=Sustainability_Agent_Prompt,
max_loops=1,
multi_modal=True,
)
# Initialize efficincy agent
efficiency_agent = Agent(
llm=llm,
sop=Efficiency_Agent_Prompt,
max_loops=1,
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,
)
```
---
## Build your own LLMs, Agents, and Swarms!
## Build your own LLMs, Agents, and Swarms!
### Swarms Compliant Model Interface
### Swarms Compliant Model Interface
Kye Gomez
7 months ago
