LangChain Fundamentals Training Course
LangChain is an open-source framework designed to simplify 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 looking to master LangChain's core concepts and architecture while acquiring practical skills for building AI-powered applications.
Upon completion of this training, participants will be able to:
- Comprehend the fundamental principles of LangChain.
- Set up and configure the LangChain environment.
- Understand 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 customized training for this course, please contact us to make arrangements.
Course Outline
Introduction to LangChain
- What is LangChain?
- LangChain compared to 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
Target Audience
- Developers
- Software engineers
Open Training Courses require 5+ participants.
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