sofya_tools.py
"""
Sofya Tools
=============================
Demonstrates Sofya tools: web search, URL extraction, and deep research.
Set SOFYA_API_KEY in your environment. Get a key at https://sofya.co
"""
from agno.agent import Agent
from agno.tools.sofya import SofyaTools
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
# Example 1: default SofyaTools (web search)
agent = Agent(tools=[SofyaTools()])
# Example 2: enable all Sofya tools (search + extract + research)
agent_all = Agent(tools=[SofyaTools(all=True)])
# Example 3: extraction only, fetch URLs as clean markdown
extract_agent = Agent(
tools=[
SofyaTools(
enable_search=False,
enable_extract=True,
)
]
)
# Example 4: deep research only, returns a cited report
research_agent = Agent(
tools=[
SofyaTools(
enable_search=False,
enable_research=True,
)
]
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
agent.print_response(
"Search for recent developments in the Model Context Protocol",
markdown=True,
stream=True,
)
extract_agent.print_response(
"Extract the main content from https://modelcontextprotocol.io/introduction",
markdown=True,
stream=True,
)
research_agent.print_response(
"Write a short report on how AI agents use web search tools",
markdown=True,
stream=True,
)
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno openai requests
3
Export your API keys
export OPENAI_API_KEY="your_openai_api_key_here"
export SOFYA_API_KEY="your_sofya_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
$Env:SOFYA_API_KEY="your_sofya_api_key_here"
4
Run the example
Save the code above as
sofya_tools.py, then run:python sofya_tools.py