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Starts 7 June 2025 04:14

Ends 7 June 2025

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LangGraph Crash Course - End-to-end ReAct Agent using LangGraph

Dive into LangGraph with a hands-on crash course, building simple graphs and a ReAct Agent. Understand why LangGraph exists alongside LangChain and explore practical implementations in this concise tutorial.
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17 minutes

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Overview

Dive into LangGraph with a hands-on crash course, building simple graphs and a ReAct Agent. Understand why LangGraph exists alongside LangChain and explore practical implementations in this concise tutorial.

Syllabus

  • Introduction to LangGraph
  • Overview of LangGraph
    Comparison with LangChain
    Use cases and applications
  • Setting Up Your Development Environment
  • Required tools and software
    Installing LangGraph
  • Basics of Graph Construction
  • Creating simple graphs
    Nodes, edges, and data flow
  • Understanding ReAct Agents
  • Concept of ReAct agents in AI
    How ReAct agents operate within graphs
  • Building a Basic Graph with LangGraph
  • Step-by-step guide to graph construction
    Implementing nodes and edges
  • Implementing a ReAct Agent in LangGraph
  • Building a ReAct agent from scratch
    Key components of a ReAct agent
  • Practical Applications
  • Real-world examples of LangGraph and ReAct agents
    Case studies and sample projects
  • Troubleshooting and Optimization
  • Common issues and solutions
    Best practices for graph efficiency
  • Conclusion and Next Steps
  • Recap of covered concepts
    Further resources and learning paths

Subjects

Computer Science