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João Moura
2024-03-03 20:51:34 -03:00
parent 546fc965f8
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docs/how-to/Human-Input-on-Execution.md
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@@ -1,6 +1,7 @@
```markdown
# Human Input in Agent Execution
Human input is crucial in numerous agent execution scenarios, enabling agents to request additional information or clarification when necessary. This feature is particularly useful in complex decision-making processes or when agents require further details to complete a task effectively.
Human input plays a pivotal role in several agent execution scenarios, enabling agents to seek additional information or clarification when necessary. This capability is invaluable in complex decision-making processes or when agents need more details to complete a task effectively.
## Using Human Input with CrewAI
@@ -8,25 +9,35 @@ Incorporating human input with CrewAI is straightforward, enhancing the agent's
### Example:
```shell
pip install crewai
pip install 'crewai[tools]'
```
```python
import os
from crewai import Agent, Task, Crew, Process
from langchain_community.tools import DuckDuckGoSearchRun
from crewai import Agent, Task, Crew
from crewai_tools import SerperDevTool
from langchain.agents import load_tools
search_tool = DuckDuckGoSearchRun()
os.environ["SERPER_API_KEY"] = "Your Key" # serper.dev API key
os.environ["OPENAI_API_KEY"] = "Your Key"
# Loading Human Tools
human_tools = load_tools(["human"])
search_tool = SerperDevTool()
# Define your agents with roles and goals
# Define your agents with roles, goals, and tools
researcher = Agent(
role='Senior Research Analyst',
goal='Uncover cutting-edge developments in AI and data science',
backstory="""You are a Senior Research Analyst at a leading tech think tank.
Your expertise lies in identifying emerging trends and technologies in AI and
data science. You have a knack for dissecting complex data and presenting
actionable insights.""",
backstory=(
"You are a Senior Research Analyst at a leading tech think tank."
"Your expertise lies in identifying emerging trends and technologies in AI and data science."
"You have a knack for dissecting complex data and presenting actionable insights."
),
verbose=True,
allow_delegation=False,
tools=[search_tool]+human_tools # Passing human tools to the agent
@@ -34,31 +45,33 @@ researcher = Agent(
writer = Agent(
role='Tech Content Strategist',
goal='Craft compelling content on tech advancements',
backstory="""You are a renowned Tech Content Strategist, known for your insightful
and engaging articles on technology and innovation. With a deep understanding of
the tech industry, you transform complex concepts into compelling narratives.""",
backstory=(
"You are a renowned Tech Content Strategist, known for your insightful and engaging articles on technology and innovation."
"With a deep understanding of the tech industry, you transform complex concepts into compelling narratives."
),
verbose=True,
allow_delegation=True
)
# 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.
Compile your findings in a detailed report.
Make sure to check with a human if the draft is good before finalizing your answer.""",
description=(
"Conduct a comprehensive analysis of the latest advancements in AI in 2024."
"Identify key trends, breakthrough technologies, and potential industry impacts."
"Compile your findings in a detailed report."
"Make sure to check with a human if the draft is good before finalizing your answer."
),
expected_output='A comprehensive full report on the latest AI advancements in 2024, leave nothing out',
agent=researcher
agent=researcher,
)
task2 = Task(
description="""Using the insights from the researcher's report, 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.
Aim for a narrative that captures the essence of these breakthroughs and their
implications for the future.
Your final answer MUST be the full blog post of at least 3 paragraphs.""",
expected_output='A compelling 3 paragraphs blog post formated as markdown about the latest AI advancements in 2024',
description=(
"Using the insights from the researcher's report, 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."
"Aim for a narrative that captures the essence of these breakthroughs and their implications for the future."
),
expected_output='A compelling 3 paragraphs blog post formatted as markdown about the latest AI advancements in 2024',
agent=writer
)