investment_monitor.py
"""
Monitor API — Investment Tracking
=================================
Track funding announcements, M&A activity, and market movements.
USE CASES:
- Startup funding rounds (Series A, B, C, etc.)
- M&A announcements and acquisitions
- IPO filings and market debuts
- Earnings releases and guidance changes
Monitors run on a schedule and detect NEW information.
Each event includes confidence scores and source citations.
Prerequisites:
- pip install parallel-web
- export PARALLEL_API_KEY=<your-api-key>
"""
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.parallel import ParallelTools
# =============================================================================
# INVESTMENT MONITOR CONFIGURATION
# =============================================================================
# Daily funding tracker — catches most announcements
funding_monitor = ParallelTools(
enable_search=False,
enable_extract=False,
enable_monitor=True,
default_monitor_frequency="1d",
default_monitor_processor="base",
)
# Hourly M&A tracker — for time-sensitive deals
ma_monitor = ParallelTools(
enable_search=False,
enable_extract=False,
enable_monitor=True,
default_monitor_frequency="1h",
default_monitor_processor="lite",
)
# =============================================================================
# INVESTMENT TRACKING AGENT
# =============================================================================
investment_agent = Agent(
model=OpenAIResponses(id="gpt-5.4"),
tools=[funding_monitor],
markdown=True,
instructions="""You track investment activity. Available actions:
- create_monitor(query): Start tracking a topic
- list_monitors(): See all active monitors
- get_monitor_events(monitor_id): Get detected changes
- get_monitor(monitor_id): Get monitor details
- cancel_monitor(monitor_id): Stop tracking
Use natural language queries like:
"AI startup Series A and B funding announcements"
NOT keyword searches like "AI AND funding AND Series"
""",
)
# =============================================================================
# RUN
# =============================================================================
if __name__ == "__main__":
# Create a funding monitor
investment_agent.print_response(
"Create a monitor to track AI startup funding announcements. "
"Focus on Series A, B, and C rounds.",
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 parallel-web
3
Export your API keys
export OPENAI_API_KEY="your_openai_api_key_here"
export PARALLEL_API_KEY="your_parallel_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
$Env:PARALLEL_API_KEY="your_parallel_api_key_here"
4
Run the example
Save the code above as
investment_monitor.py, then run:python investment_monitor.py