LangChain Fundamentals Training Course
LangChain is an open-source framework that simplifies the integration of large language models (LLMs) into applications for government and other sectors.
This instructor-led, live training (online or onsite) is designed for beginner-level to intermediate-level developers and software engineers who wish to learn the core concepts and architecture of LangChain and acquire the practical skills needed to build AI-powered applications.
By the end of this training, participants will be able to:
- Understand the fundamental principles of LangChain.
- Set up and configure the LangChain environment.
- Comprehend the architecture and how LangChain interacts with large language models (LLMs).
- Develop basic applications using LangChain.
Format of the Course
- Interactive lecture and discussion.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.