LangChain Fundamentals Training Course
LangChain is an open-source framework designed to streamline the integration of large language models (LLMs) into applications.
This instructor-led live training (available online or onsite) targets beginner to intermediate developers and software engineers who want to master LangChain's core concepts and architecture, while acquiring practical skills for building AI-driven applications.
Upon completion 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 simple applications using LangChain.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Customization Options
- To request a customized version of this course, please contact us to make arrangements.
Course Outline
Introduction to LangChain
- What is LangChain?
- LangChain vs other frameworks
- The importance of LangChain in modern AI development
Setting Up the Environment
- Installing Python and necessary packages
- Setting up LangChain
- Verifying the installation
Core Concepts of LangChain
- Understanding the LangChain architecture
- Key components and their roles
- The LangChain philosophy and design goals
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
- Best practices for development
Troubleshooting
Conclusion and Next Steps
Requirements
- Basic understanding of Python programming
Audience
- Developers
- Software engineers
Open Training Courses require 5+ participants.
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