Prerequisites
Install the required dependencies:uv pip install -U agno apify-client openai requests
export APIFY_API_TOKEN=your_apify_api_token
export OPENAI_API_KEY=your_openai_api_key
from agno.agent import Agent
from agno.tools.apify import ApifyTools
# Apify Tools Demonstration Script
# Create an Apify Tools agent with versatile capabilities
agent = Agent(
name="Web Insights Explorer",
instructions=[
"You are a sophisticated web research assistant capable of extracting insights from various online sources. "
"Use the available tools for your tasks to gather accurate, well-structured information."
],
tools=[
ApifyTools(
actors=[
"apify/rag-web-browser",
"compass/crawler-google-places",
"clockworks/free-tiktok-scraper",
]
)
],
markdown=True,
)
def demonstrate_tools():
print("Apify Tools Exploration")
# RAG Web Search Demonstrations
print("\n1.1 RAG Web Search Scenarios:")
prompt = "Research the latest AI ethics guidelines from top tech companies. Compile a summary from at least 3 different sources comparing their approaches using RAG Web Browser."
agent.print_response(prompt, show_full_reasoning=True)
print("\n1.2 RAG Web Search Scenarios:")
prompt = "Carefully extract the key introduction details from https://docs.agno.com/introduction" # Extract content from specific website
agent.print_response(prompt)
# Google Places Demonstration
print("\n2. Google Places Crawler:")
prompt = "Find the top 5 highest-rated coffee shops in San Francisco with detailed information about each location"
agent.print_response(prompt)
# Tiktok Scraper Demonstration
print("\n3. Tiktok Profile Analysis:")
prompt = "Analyze two profiles on Tiktok that lately added #AI (hashtag AI), extracting their statistics and recent content trends"
agent.print_response(prompt)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
demonstrate_tools()
Run the Example
python apify_tools.py