LangChain Fundamentals Training Course
LangChain is an open-source framework that simplifies the integration of large language models (LLMs) into applications.
This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level developers and software engineers who wish to learn the core concepts and architecture of LangChain and gain the practical skills for building AI-powered applications.
By the end of this training, participants will be able to:
- Grasp 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.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- 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 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
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
LangChain Fundamentals Training Course - Enquiry
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