You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
54 lines
1.5 KiB
54 lines
1.5 KiB
7 months ago
|
import os
|
||
|
|
|
||
|
|
from swarms import OpenAIChat, Agent, AgentRearrange
|
||
|
|
|
||
|
|
# Purpose = To detect email spam using three different agents
|
||
|
|
agent1 = Agent(
|
||
|
|
agent_name="SpamDetector1",
|
||
|
|
system_prompt="Detect if the email is spam or not, and provide your reasoning",
|
||
|
|
llm=OpenAIChat(openai_api_key=os.getenv("OPENAI_API_KEY")),
|
||
|
|
max_loops=1,
|
||
|
|
output_type=str,
|
||
|
|
# tools=[],
|
||
|
|
metadata="json",
|
||
|
|
function_calling_format_type="OpenAI",
|
||
|
|
function_calling_type="json",
|
||
|
|
streaming_on=True,
|
||
|
|
)
|
||
|
|
|
||
|
|
agent2 = Agent(
|
||
|
|
agent_name="SpamDetector2",
|
||
|
|
system_prompt="Detect if the email is spam or not, and provide your reasoning",
|
||
|
|
llm=OpenAIChat(openai_api_key=os.getenv("OPENAI_API_KEY")),
|
||
|
|
max_loops=1,
|
||
|
|
output_type=str,
|
||
|
|
# tools=[],
|
||
|
|
metadata="json",
|
||
|
|
function_calling_format_type="OpenAI",
|
||
|
|
function_calling_type="json",
|
||
|
|
streaming_on=True,
|
||
|
|
)
|
||
|
|
|
||
|
|
agent3 = Agent(
|
||
|
|
agent_name="SpamDetector3",
|
||
|
|
system_prompt="Detect if the email is spam or not, and provide your reasoning",
|
||
|
|
llm=OpenAIChat(openai_api_key=os.getenv("OPENAI_API_KEY")),
|
||
|
|
max_loops=1,
|
||
|
|
output_type=str,
|
||
|
|
# tools=[],
|
||
|
|
metadata="json",
|
||
|
|
function_calling_format_type="OpenAI",
|
||
|
|
function_calling_type="json",
|
||
|
|
streaming_on=True,
|
||
|
|
)
|
||
|
|
|
||
|
|
swarm = AgentRearrange(
|
||
|
|
flow="SpamDetector1 -> SpamDetector2 -> SpamDetector3",
|
||
|
|
agents=[agent1, agent2, agent3],
|
||
|
|
logging_enabled=True,
|
||
|
|
max_loops=1,
|
||
|
|
)
|
||
|
|
|
||
|
|
# Run all the agents
|
||
|
|
swarm.run("Find YSL bag with the biggest discount")
|