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In this comprehensive tutorial, @tonykipkemboi walks you through the complete process of getting started with CrewAI open source framework. 🔧 What You'll Learn: How to install UV package manager and CrewAI Creating a project scaffold using CrewAI CLI Understanding the key components: Agents, Tasks, and Crews Running your first multi-agent AI system No prior experience with CrewAI is required - just follow along as we build a working AI agent system from scratch! Timestamps: 00:00 - Introduction to CrewAI & Tutorial Overview 00:19 - Documentation Reference (docs.crewai.com) 00:48 - Prerequisite: Check Python Version (python3 --version) 01:53 - Prerequisite: Install UV (Package Manager) 02:30 - Install CrewAI CLI (uv tool install crewai) 03:17 - Verify CrewAI CLI Installation (uv tool list) 03:58 - Create Your First Crew Project (crewai create crew) 05:11 - Navigate Project Directory (cd ...) 05:20 - Understand Project Structure (Folders & Files) 06:14 - .env File Explained (API Keys) 06:29 - .gitignore Explained 06:47 - Reviewing Agents (config/agents.yaml) 07:21 - Reviewing Tasks (config/tasks.yaml) 08:00 - Reviewing Main Entry Point (main.py & Inputs) 08:22 - Reviewing Crew Orchestration (crew.py) 09:23 - Adding Tools to Agents (Importing SerperDevTool in crew.py) 10:40 - Assigning Tools to Specific Agents (researcher) 11:28 - Install Project Dependencies (crewai install) 11:48 - Run the Crew (crewai run) 12:37 - Observing Crew Execution & Agent Progress 13:07 - Reviewing the Final Output (report.md) 13:42 - Conclusion & Next Steps 🔗 Resources: CrewAI Documentation: [https://docs.crewai.com](https://docs.crewai.com) GitHub Repository: [https://github.com/tonykipkemboi/crew...](https://github.com/tonykipkemboi/crew...) Community Forum: [https://community.crewai.com/](https://community.crewai.com/) #CrewAI #AIAgents #MultiAgentAI #AITutorial #MachineLearning