Overview
Starter agents are single-agent applications that demonstrate core agent capabilities like tool use, reasoning, and task completion. These agents are perfect for learning agent development fundamentals before moving to more complex multi-agent systems.Research & Analysis Agents
OpenAI Research Agent
A multi-agent research application that conducts comprehensive research on any topic using coordinated AI agents.Features
- Triage Agent: Plans research approach and coordinates workflow
- Research Agent: Searches web and gathers relevant information
- Editor Agent: Compiles facts into comprehensive reports
- Automatic fact collection with source attribution
- Structured report generation with citations
- Interactive Streamlit UI with tracing
- Enter research topic or select example
- Triage agent plans the approach
- Research agent gathers information from web
- Editor agent compiles comprehensive report
- View process in real-time and download report
AI Startup Trend Analysis Agent
Generates actionable insights by identifying nascent trends, market gaps, and growth opportunities in startup sectors.Key Capabilities
- News collection using DuckDuckGo
- Article summarization with Newspaper4k
- Pattern identification in startup funding
- Technology adoption trend analysis
- Market opportunity detection
- Built with Claude 3.5 Sonnet
AI Reasoning Agent
Leverages advanced AI models for complex reasoning and decision-making tasks. Features:- Advanced reasoning with Ollama models
- Interactive playground interface
- Markdown-formatted outputs
- Customizable for different scenarios
- Local execution support
Data & Analysis Agents
AI Data Analysis Agent
An AI data analyst built with Agno and OpenAI’s GPT-4o that analyzes CSV and Excel files through natural language queries.File Support
- CSV and Excel uploads
- Automatic schema inference
- Multiple file format support
- Data type detection
Analysis Features
- Natural language to SQL
- Complex aggregations
- Statistical summaries
- Data visualizations
AI Data Visualization Agent
Your personal data visualization expert that generates charts and insights from natural language questions. Multi-Model Support:- Meta-Llama 3.1 405B (complex analysis)
- DeepSeek V3 (detailed insights)
- Qwen 2.5 7B (quick analysis)
- Meta-Llama 3.3 70B (advanced queries)
- Automatic chart type selection
- Dynamic visualization generation
- Statistical analysis
- Custom plot formatting
- Interactive follow-up questions
Requires Together AI API key and E2B API key for sandbox execution.
Web & Automation Agents
Web Scraping AI Agent
AI-powered web scraping using ScrapeGraph AI - extract structured data with natural language prompts.- Local Library
- Cloud SDK
Pros:
- Free to use (no API costs)
- Full control over execution
- Privacy-friendly (data stays local)
- Supports GPT-4o, GPT-5, local models
- Requires local installation
- Limited by hardware
- Manual updates needed
AI Meme Generator Agent
Browser automation agent that creates memes using AI and direct website interaction. Multi-LLM Support:- Claude 3.5 Sonnet (Anthropic)
- GPT-4o (OpenAI)
- Deepseek v3 (Deepseek)
- Automatic model switching
- Direct interaction with imgflip.com
- Automated template search
- Dynamic caption insertion
- Image link extraction
- Multi-step quality validation
Specialized Domain Agents
Medical Imaging Diagnosis Agent
AI-assisted analysis of medical images powered by Gemini 2.0 Flash built on Agno framework.Analysis Components
Image Analysis:
- Image type identification (X-ray, MRI, CT, ultrasound)
- Anatomical region detection
- Key findings observation
- Abnormality detection
- Quality assessment
- Potential diagnoses ranking
- Differential diagnoses
- Severity assessment
- Patient-friendly explanations
- Visual reference points
Life Insurance Coverage Advisor Agent
Helps estimate term life insurance needs and surfaces available policy options. Technology Stack:- Agno agent framework
- OpenAI GPT-5 for reasoning
- E2B sandbox for calculations
- Firecrawl for web research
- Minimal intake form (age, income, dependents, debt, etc.)
- Python code execution in E2B sandbox
- Discounted cash-flow income replacement model
- Latest term-life product research
- Coverage breakdown with source links
xAI Finance Agent
Financial analysis agent powered by xAI’s Grok model with real-time stock data. Capabilities:- Powered by Grok-4 Fast model
- Real-time stock data via YFinance
- Web search with DuckDuckGo
- Formatted tables for financial data
- Interactive playground interface
Multimodal Agents
Multimodal AI Agent
Combines video analysis and web search using Google’s Gemini 2.5 model. Features:- Video analysis (Gemini 2.5 Flash/Pro)
- Web research integration (DuckDuckGo)
- Multiple video formats (MP4, MOV, AVI)
- Real-time video processing
- Combined visual and textual analysis
Creative Content Agents
AI Music Generator Agent
Generates music using ModelsLab API and OpenAI’s GPT-4 for prompt optimization. Features:- Detailed prompt input (genre, instruments, mood)
- MP3 format output
- In-browser playback and download
- Simple Streamlit interface
- OpenAI API key
- ModelsLab API key
Blog to Podcast Agent
Converts blog posts into podcasts using GPT-4, Firecrawl, and ElevenLabs. Workflow:- Blog scraping with Firecrawl API
- Summary generation with GPT-4 (max 2000 chars)
- Audio podcast creation with ElevenLabs
- Playback and download capabilities
Emotional Support Agents
Breakup Recovery Agent Team
Multi-agent system for emotional recovery support powered by Gemini 2.0 Flash.Therapist Agent
Empathetic support and coping strategies with DuckDuckGo research tools.
Closure Agent
Writes unsent emotional messages for cathartic release.
Routine Planner
Daily recovery routines with balanced activities.
Brutal Honesty Agent
Direct, objective feedback with no sugar-coating.
- Chat screenshot analysis
- Parallel agent execution
- Secure API key management
- Team leader coordination
Getting Started Guide
Choose an Agent
Select an agent based on your use case:
- Research: OpenAI Research Agent
- Data Analysis: Data Analysis Agent
- Web Scraping: Web Scraping Agent
- Specialized: Medical, Finance, or Insurance agents
Common Patterns
Single Agent with Tools
Agent with Memory
Streaming Responses
Next Steps
Advanced Agents
Explore more complex single-agent implementations
Multi-Agent Teams
Learn agent coordination and teamwork
Voice Agents
Add voice capabilities to your agents
MCP Agents
Integrate with external services via MCP
