Course Outline

Introduction to LangChain

  • What is LangChain?
  • LangChain Compared to Other Frameworks
  • The Significance of LangChain in Modern AI Development for Government

Setting Up the Environment

  • Installing Python and Required Packages
  • Configuring LangChain
  • Validating the Installation

Core Concepts of LangChain

  • Overview of the LangChain Architecture
  • Key Components and Their Functions
  • The Philosophical Foundations and Design Objectives of LangChain for Government Applications

Working with Large Language Models (LLMs)

  • An Introduction to LLMs and Their Capabilities for Government Use
  • Integrating LangChain with LLMs
  • Connecting LangChain to a Sample LLM for Government Projects

Developing with LangChain

  • The Modular Approach to Application Development in LangChain for Government
  • Building Your First LangChain Application for Government Use
  • Best Practices for Developing LangChain Applications for Government

Troubleshooting

Conclusion and Next Steps for Government Implementation

Requirements

  • Basic knowledge of Python programming for government

Audience

  • Developers
  • Software Engineers
 14 Hours

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