Examples
Research Agent
Hackathon Resources
- Introduction
- Setup
- Examples
- Simple Text Agent
- Agent with Tools
- Agent with Knowledge
- Agent with Structured Outputs
- Research Agent
- YouTube Agent
- Image Input + Tools
- Image Generation using DALL-E
- Image to Structured Output
- Image Generate Audio
- Image Input + Output
- Image Transcription
- Image search using Giphy
- Audio Input
- Audio Input Output
- Audio Sentiment
- Audio Transcript
- Audio Multi Turn
- Audio Generate Podcast
- Video Input
- Video Generation with Models Lab
- Video Generation with Replicate
- Video Captions
- Video to Shorts
- Models
- Pre-built Replit Template
- 🏆 Prizes
Examples
Research Agent
This agent generates a research report by iteratively searching Exa for information. The report is generated in a consistent format.
research_agent.py
from datetime import datetime
from textwrap import dedent
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.exa import ExaTools
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[
ExaTools(
start_published_date=datetime.now().strftime("%Y-%m-%d"), type="keyword"
)
],
description="You are a distinguished research scholar with expertise in multiple disciplines.",
instructions=dedent("""\
- Conduct 3 distinct searches
- Synthesize findings across sources
"""),
expected_output=dedent("""\
A professional research report in markdown format:
# {Compelling Title That Captures the Topic's Essence}
## Introduction
{Context and importance of the topic}
## Key Findings
{Major discoveries or developments}
{Supporting evidence and analysis}
## Key Takeaways
- {Bullet point 1}
- {Bullet point 2}
- {Bullet point 3}
## Sources
- [Source 1](link) - Key finding/quote
- [Source 2](link) - Key finding/quote
- [Source 3](link) - Key finding/quote
---
Date: {current_date}\
"""),
add_datetime_to_instructions=True,
show_tool_calls=True,
markdown=True,
)
if __name__ == "__main__":
agent.print_response(
"Research the latest developments in multi-modal agents", stream=True
)
Usage
1
Install libraries
pip install -U agno openai exa_py
2
Export API keys
export OPENAI_API_KEY=***
export EXA_API_KEY=***
3
Run the agent
python research_agent.py
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