parmarjatin4911@gmail.comCrewAI Example Code
openai
export OPENAI_API_KEY=xxxxxxxxxxxxxxxxx
import os
from crewai import Agent, Task, Crew, Process
from langchain.tools import DuckDuckGoSearchRun
search_tool = DuckDuckGoSearchRun()
Define your agents with roles and goals
researcher = Agent(
role='Senior Research Analyst',
goal='Uncover cutting-edge developments in AI and data science',
backstory="""You are an expert at a technology research group,
skilled in identifying trends and analyzing complex data.""",
verbose=True,
allow_delegation=False,
tools=[search_tool]
)
writer = Agent(
role='Tech Content Strategist',
goal='Craft compelling content on tech advancements',
backstory="""You are a content strategist known for
making complex tech topics interesting and easy to understand.""",
verbose=True,
allow_delegation=True,
)
Create tasks for your agents
task1 = Task(
description="""Analyze 2024's AI advancements.
Find major trends, new technologies, and their effects.
Provide a detailed report.""",
agent=researcher
)
task2 = Task(
description="""Create a blog post about major AI advancements using your insights.
Make it interesting, clear, and suited for tech enthusiasts.
It should be at least 4 paragraphs long.""",
agent=writer
)
Instantiate your crew with a sequential process
crew = Crew(
agents=[researcher, writer],
tasks=[task1, task2],
verbose=2
)
Get your crew to work!
result = crew.kickoff()
print("######################")
print(result)
Ollama
import os
from crewai import Agent, Task, Crew, Process
from langchain.tools import DuckDuckGoSearchRun
search_tool = DuckDuckGoSearchRun()
from langchain.llms import Ollama
ollama_llm = Ollama(model="mistral")
ollama_llm_orca2 = Ollama(model="orca2")
Define your agents with roles and goals
researcher = Agent(
role='Senior Research Analyst',
goal='Uncover cutting-edge developments in AI and data science',
backstory="""You are an expert at a technology research group,
skilled in identifying trends and analyzing complex data.""",
verbose=True,
allow_delegation=False,
tools=[search_tool],
llm=ollama_llm
)
writer = Agent(
role='Tech Content Strategist',
goal='Craft compelling content on tech advancements',
backstory="""You are a content strategist known for
making complex tech topics interesting and easy to understand.""",
verbose=True,
allow_delegation=True,
llm=ollama_llm_orca2
)
Create tasks for your agents
task1 = Task(
description="""Analyze 2024's AI advancements.
Find major trends, new technologies, and their effects.
Provide a detailed report.""",
agent=researcher
)
task2 = Task(
description="""Create a blog post about major AI advancements using your insights.
Make it interesting, clear, and suited for tech enthusiasts.
It should be at least 4 paragraphs long.""",
agent=writer
)
Instantiate your crew with a sequential process
crew = Crew(
agents=[researcher, writer],
tasks=[task1, task2],
verbose=2
)
Get your crew to work!
result = crew.kickoff()
print("######################")
print(result)
