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Tool Call Compression. 
"""
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