thomasrnp
commented
6 months ago I have the very same issue. I am using Python 3.10.13.
Open jmbenedetto opened 6 months ago
thomasrnp
commented
6 months ago I have the very same issue. I am using Python 3.10.13.
tdj28
commented
6 months ago Same problem [EDIT: but not with the example, but when I call the example as an async call, unable to replicate with the raw example from the README], quick fix is to pin your duckduckgo-search version to 4.2, looks like either duckduckgo-search introduced a bug in 4.3 (released within past 24 hours of this message), or crewAI/langchain needs to process the changes they introduced in version 4.3.
duckduckgo-search==4.2This appears to be an issue with how users use async with langchain/crew:
Error does not occur here:
from langchain_community.tools import DuckDuckGoSearchRun
search = DuckDuckGoSearchRun()
print(search.run("Obama's first name?"))
does occur here:
from langchain_community.tools import DuckDuckGoSearchRun
import asyncio
async def main():
search = DuckDuckGoSearchRun()
print(search.run("Obama's first name?"))
asyncio.run(main())If async needed, this works instead:
from langchain_community.tools import DuckDuckGoSearchRun
import asyncio
async def main():
search = DuckDuckGoSearchRun()
result = await asyncio.to_thread(search.run, "Obama's first name?")
print(result)
asyncio.run(main())Here is a crewai example that works with duckduckgo-search >= 4.3, where we need to call crew.kickoff with an await call:
import os
import asyncio
from crewai import Agent, Task, Crew, Process
#os.environ["OPENAI_API_KEY"] = "YOUR KEY"
# You can choose to use a local model through Ollama for example.
#
# from langchain.llms import Ollama
# ollama_llm = Ollama(model="openhermes")
# Install duckduckgo-search for this example:
# !pip install -U duckduckgo-search
from langchain_community.tools import DuckDuckGoSearchRun
search_tool = DuckDuckGoSearchRun()
async def main():
# 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 work at a leading tech think tank.
Your expertise lies in identifying emerging trends.
You have a knack for dissecting complex data and presenting
actionable insights.""",
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 renowned Content Strategist, known for
your insightful and engaging articles.
You transform complex concepts into compelling narratives.""",
verbose=True,
allow_delegation=True,
# (optional) llm=ollama_llm
)
# Create tasks for your agents
task1 = Task(
description="""Conduct a comprehensive analysis of the latest advancements in AI in 2024.
Identify key trends, breakthrough technologies, and potential industry impacts.
Your final answer MUST be a full analysis report""",
agent=researcher
)
task2 = Task(
description="""Using the insights provided, develop an engaging blog
post that highlights the most significant AI advancements.
Your post should be informative yet accessible, catering to a tech-savvy audience.
Make it sound cool, avoid complex words so it doesn't sound like AI.
Your final answer MUST be the full blog post of at least 4 paragraphs.""",
agent=writer
)
# Instantiate your crew with a sequential process
crew = Crew(
agents=[researcher, writer],
tasks=[task1, task2],
verbose=2, # You can set it to 1 or 2 to different logging levels
)
# Get your crew to work!
result = await asyncio.to_thread(crew.kickoff)
print("######################")
print(result)
asyncio.run(main())
deedy5
commented
6 months ago fixed in duckduckgo_search v4.4
pip install -U duckduckgo_search
thomasrnp
commented
6 months ago @tdj28 + @deedy5 : thanks for picking up the issue. I have updated to 4.4. I do get warnings (e.g. duckduckgo_search.py:47: UserWarning: DDGS running in an async loop. This may cause errors. Use AsyncDDGS instead. with DDGS() as ddgs) but otherwise the demo script runs now.
github-actions[bot]
commented
2 days ago This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 5 days.
Hello. I hope you are doing fine.
I tried to run the main example code from readme.md but got an error message: Cannot run the event loop while another loop is running.
I'm using conda environment created for this experiment using python 3.9 in VSCode.
Please see the entire error message below:
Could you please advise?
Thanks a lot.