"""
Tool Call Compression
=============================
Tool Call Compression.
"""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIResponses
from agno.tools.websearch import WebSearchTools
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
model=OpenAIResponses(id="gpt-5-mini"),
tools=[WebSearchTools()],
description="Specialized in tracking competitor activities",
instructions="Use the search tools and always use the latest information and data.",
db=SqliteDb(db_file="tmp/dbs/tool_call_compression.db"),
compress_tool_results=True, # Enable tool call compression
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
agent.print_response(
"""
Use the search tools and always for the latest information and data.
Research recent activities (last 3 months) for these AI companies:
1. OpenAI - product launches, partnerships, pricing
2. Anthropic - new features, enterprise deals, funding
3. Google DeepMind - research breakthroughs, product releases
4. Meta AI - open source releases, research papers
For each, find specific actions with dates and numbers.""",
stream=True,
)
Run the Example
# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/02_agents/14_advanced
# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate
python tool_call_compression.py