LangChain Fundamentals Training Course
LangChain is an open-source framework designed to streamline the integration of large language models (LLMs) into applications.
This live training, led by an instructor and available online or on-site, targets beginner to intermediate developers and software engineers who want to master the core concepts and architecture of LangChain while acquiring the practical skills needed to build 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 development environment.
- Comprehend the architecture and understand how LangChain interacts with large language models (LLMs).
- Create simple applications using LangChain.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and hands-on practice.
- Live-lab implementation sessions.
Customization Options
- To arrange customized training for this course, please contact us.
Course Outline
Introduction to LangChain
- What is LangChain?
- LangChain versus other frameworks
- The significance of LangChain in modern AI development
Environment Setup
- Installing Python and required packages
- Configuring LangChain
- Verifying the installation
Core Concepts of LangChain
- Understanding the LangChain architecture
- Key components and their functions
- The LangChain 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
- Fundamental knowledge of Python programming.
Target Audience
- Developers
- Software engineers
Open Training Courses require 5+ participants.
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