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) is tailored for beginner to intermediate developers and software engineers who want to master LangChain's core concepts and architecture, gaining the practical skills needed to build AI-powered applications.
Upon completing 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 interfaces with large language models (LLMs).
- Develop simple applications using LangChain.
Course Format
- Interactive lectures and discussions.
- Ample exercises and practical practice.
- Hands-on implementation in a live-lab environment.
Customisation Options
- For bespoke training arrangements, please contact us to discuss your requirements.
Course Outline
Introduction to LangChain
- What is LangChain?
- LangChain compared to other frameworks
- The significance of LangChain in contemporary AI development
Setting Up the Environment
- Installing Python and essential packages
- Configuring LangChain
- Verifying the installation
Core Concepts of LangChain
- Understanding the LangChain architecture
- Key components and their respective roles
- LangChain's philosophy and design objectives
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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