GitHub - crewAIInc/crewAI-examples: A collection of examples that show how to use CrewAI framework to automate workflows. (original) (raw)

Introduction

Welcome to the official collection of complete CrewAI applications. This repository contains end-to-end implementations that showcase how to build real-world applications using CrewAI's framework for orchestrating AI agents.

🍳 Looking for feature-specific tutorials? Check out CrewAI Cookbook for focused guides on specific CrewAI features and patterns.

What You'll Find Here

These are full applications that demonstrate:

• Complete project structures and organization
• Real-world integration patterns (APIs, databases, external services)
• Comprehensive code implementations with error handling
• End-to-end workflows from input to output
• Industry-specific implementations across various domains

Each example is a standalone application you can run, modify, and deploy.

Note: All examples use CrewAI version 0.152.0 and UV package management for optimal performance and developer experience.

📁 Repository Structure

🌊 Flows

Advanced orchestration examples using CrewAI Flows for complex workflows with state management.

• Content Creator Flow - Multi-crew content generation system for blogs, LinkedIn posts, and research reports
• Email Auto Responder Flow - Automated email monitoring and response generation
• Lead Score Flow - Lead qualification with human-in-the-loop review
• Meeting Assistant Flow - Meeting notes processing with Trello/Slack integration
• Self Evaluation Loop Flow - Iterative content improvement with self-review
• Write a Book with Flows - Automated book writing with parallel chapter generation

👥 Crews

Traditional CrewAI implementations showcasing multi-agent collaboration.

Content Creation & Marketing

• Game Builder Crew - Multi-agent team that designs and builds Python games
• Instagram Post - Creative social media content generation
• Landing Page Generator - Full landing page creation from concepts
• Marketing Strategy - Comprehensive marketing campaign development
• Screenplay Writer - Convert text/emails into screenplay format

Business & Productivity

• Job Posting - Automated job description creation
• Prep for a Meeting - Meeting preparation research and strategy
• Recruitment - Automated candidate sourcing and evaluation
• Stock Analysis - Financial analysis with SEC data integration

Data & Research

• Industry Agents - Industry-specific agent implementations
• Match Profile to Positions - CV-to-job matching with vector search
• Meta Quest Knowledge - PDF-based Q&A system
• Markdown Validator - Automated markdown validation and correction

Travel & Planning

• Surprise Trip - Personalized surprise travel planning
• Trip Planner - Destination comparison and itinerary optimization

Templates

• Starter Template - Basic template for new CrewAI projects

🔌 Integrations

Examples showing CrewAI integration with other platforms and services.

• CrewAI-LangGraph - Integration with LangGraph framework
• Azure Model - Using CrewAI with Azure OpenAI
• NVIDIA Models - Integration with NVIDIA's AI ecosystem

📓 Notebooks

Jupyter notebook examples for interactive exploration and learning.

🚀 Getting Started

1. Clone the repository
   git clone https://github.com/crewAIInc/crewAI-examples.git
   cd crewAI-examples
2. Choose an example category
   • For multi-crew orchestration → check /flows
   • For standard crews → check /crews
   • For platform integrations → check /integrations
3. Navigate to specific example
   cd crews/marketing_strategy # or any other example
4. Install dependencies with UV
   uv sync # Installs all dependencies and creates virtual environment
5. Follow the example's READMEEach example contains specific setup instructions and usage guides

📚 Learning Path

Beginners

Start with:

1. Starter Template - Basic crew structure
2. Instagram Post - Simple content creation
3. Job Posting - Straightforward business use case

Intermediate

Explore:

1. Marketing Strategy - Multi-agent collaboration
2. Self Evaluation Loop Flow - Iterative workflows
3. Stock Analysis - External API integration

Advanced

Deep dive into:

1. Content Creator Flow - Multi-crew orchestration with dynamic routing
2. Write a Book with Flows - Complex parallel execution
3. Lead Score Flow - Human-in-the-loop patterns
4. CrewAI-LangGraph - Framework integration

🛠 Common Patterns

• Configuration: Most examples use YAML files for agent/task definitions
• Tools: Examples showcase integration with APIs, databases, and file systems
• Flows: Advanced examples demonstrate state management and orchestration
• Training: Several examples include agent training capabilities

📝 Contributing

We welcome contributions! Please feel free to submit examples showcasing new use cases or improvements to existing ones.

📄 License

This repository is maintained by the CrewAI team. Check individual examples for specific licensing information.

🔗 Related Resources

• CrewAI Framework - Main CrewAI repository
• CrewAI Cookbooks - Feature-focused tutorials and guides
• CrewAI Documentation - Comprehensive documentation
• CrewAI Community - Join our community discussions