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Build a WORKING AI Agent from scratch! In this hands-on tutorial, you'll create an AI Agent that can use tools to perform real tasks. What you'll build: - A functional AI Agent with tool-calling capability - Calculator tool for math operations - Weather lookup tool (simulated) - Understanding the ReAct pattern TIMESTAMPS: 0:00 - What We're Building 1:00 - Creating the Agent Class 2:30 - Defining Tools 4:00 - Tool Decorator Pattern 5:30 - Agent Loop Implementation 7:00 - ReAct: Reasoning + Acting 8:00 - Testing Our Agent 9:00 - Debugging Tips 9:30 - Next Steps PLAYLIST NAVIGATION: Episode 1: AI Agents Explained Episode 2: Setup Environment Episode 3: Build First Agent (You're here) Episode 4: Add Web Search & Memory CODE STRUCTURE: agent.py - Main agent class tools.py - Tool definitions main.py - Entry point KEY CONCEPTS: - Function calling / Tool use - ReAct pattern (Reasoning + Acting) - Agent loop and iteration - Error handling in agents #AIAgents #LangChain #Python #Tutorial #BuildAI #HandsOn #2026 --- Gheware DevOps AI - Empower Your Team with Future-Ready Tech Skills Subscribe for more AI & DevOps content!