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Course Outline

Introduction to LangChain

  • What is LangChain?
  • Comparing LangChain with other frameworks
  • The significance of LangChain in modern AI development

Setting Up the Environment

  • Installing Python and required packages
  • Configuring LangChain
  • Verifying the installation

Core Concepts of LangChain

  • Understanding the LangChain architecture
  • Key components and their respective roles
  • The philosophy and design goals of LangChain

Working with Large Language Models (LLMs)

  • Introduction to LLMs and their capabilities
  • How LangChain integrates with LLMs
  • Connecting LangChain to a sample LLM

Developing with LangChain

  • LangChain's modular approach to application development
  • Building your first LangChain application
  • Development best practices

Troubleshooting

Conclusion and Next Steps

Requirements

  • Fundamental knowledge of Python programming

Target Audience

  • Developers
  • Software engineers
 14 Hours

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