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swarms/docs/examples/index.md

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Swarms Examples Index

A comprehensive index of examples from the Swarms Examples Repository.

Additionally, we have more comprehensive examples available in The Swarms Cookbook.

Single Agent Examples

Core Agents

Category Example Description
Basic Easy Example Basic agent implementation demonstrating core functionality and setup
Settings Agent Settings Comprehensive configuration options for customizing agent behavior and capabilities
YAML Agents from YAML Creating and configuring agents using YAML configuration files for easy deployment
Memory Agent with Long-term Memory Implementation of persistent memory capabilities for maintaining context across sessions

Model Integrations

Category Example Description
Azure Azure OpenAI Agent Integration with Azure OpenAI services for enterprise-grade AI capabilities
Groq Groq Agent High-performance inference using Groq's accelerated computing platform
Custom Custom Model Agent Framework for integrating custom ML models into the agent architecture

Tools and Function Calling

Category Example Description
Basic Tools Tool Agent Basic tool-using agent demonstrating external tool integration capabilities
Advanced Tools Agent with Many Tools Advanced agent utilizing multiple tools for complex task execution
OpenAI Functions OpenAI Function Caller Integration with OpenAI's function calling API for structured outputs
Command Line Command Tool Agent Command-line interface tool integration
Jamba Jamba Tool Agent Integration with Jamba framework for enhanced tool capabilities
Pydantic Pydantic Tool Agent Tool validation and schema enforcement using Pydantic

Third-Party Integrations

Category Example Description
Microsoft AutoGen Integration Integration with Microsoft's AutoGen framework for autonomous agents
LangChain LangChain Integration Combining LangChain's capabilities with Swarms for enhanced functionality
Browser Multion Integration Web automation and browsing capabilities using Multion
Team AI Crew AI Team-based AI collaboration using Crew AI framework
Development Griptape Integration with Griptape for structured AI application development

Industry-Specific Agents

Category Example Description
Finance 401k Agent Retirement planning assistant with investment strategy recommendations
Finance Estate Planning Comprehensive estate planning and wealth management assistant
Security Perimeter Defense Security monitoring and threat detection system
Research Perplexity Agent Advanced research automation using Perplexity AI integration
Legal Alberto Agent Legal research and document analysis assistant
Healthcare Pharma Agent Pharmaceutical research and drug interaction analysis

Multi-Agent Examples

Core Architectures

Category Example Description
Basic Build a Swarm Foundation for creating custom swarm architectures with multiple agents
Auto Swarm Auto Swarm Self-organizing swarm with automatic task distribution and management
Concurrent Concurrent Swarm Parallel execution of tasks across multiple agents for improved performance
Star Star Swarm Centralized architecture with a hub agent coordinating peripheral agents
Circular Circular Swarm Ring topology for cyclic information flow between agents
Graph Workflow Graph Workflow Basic Minimal graph workflow with two agents and one task

Experimental Architectures

Category Example Description
Monte Carlo Monte Carlo Swarm Probabilistic decision-making using Monte Carlo simulation across agents
Federated Federated Swarm Distributed learning system with privacy-preserving agent collaboration
Ant Colony Ant Swarm Bio-inspired optimization using ant colony algorithms for agent coordination
Matrix Agent Matrix Grid-based agent organization for complex problem-solving
DFS DFS Search Swarm Depth-first search swarm for complex problem exploration
Pulsar Pulsar Swarm Pulsar-based coordination for synchronized agent behavior

Collaboration Patterns

Category Example Description
Delegation Agent Delegation Task delegation and management system
Communication Message Pool Shared communication system for efficient agent interaction
Scheduling Round Robin Round-robin task scheduling and execution
Load Balancing Load Balancer Dynamic task distribution system for optimal resource utilization
Consensus Majority Voting Consensus-building system using democratic voting among agents

Industry Applications

Category Example Description
Finance Accountant Team Multi-agent system for financial analysis, bookkeeping, and tax planning
Marketing Ad Generation Collaborative ad creation with copywriting and design agents
Aerospace Space Traffic Control Complex simulation of space traffic management with multiple coordinating agents
Agriculture Plant Biology Agricultural analysis and optimization using specialized biology agents
Urban Dev Urban Planning City development planning with multiple specialized urban development agents
Education Education System Personalized learning system with multiple teaching and assessment agents
Security Email Phishing Detection Multi-agent security analysis and threat detection
Fashion Personal Stylist Fashion recommendation system with style analysis and matching agents
Healthcare Healthcare Assistant Medical diagnosis and treatment planning with specialist consultation agents
Security Ops Security Team Comprehensive security operations with threat detection and response agents
Medical X-Ray Analysis Multi-agent medical imaging analysis and diagnosis
Business Business Strategy Strategic planning and business development swarm
Research Astronomy Research Collaborative space research and astronomical analysis

Additional Resources