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 eager to master the core concepts and architecture of LangChain, while acquiring the practical skills needed to build AI-driven applications.
Upon completing this training, participants will be able to:
- Comprehend the fundamental principles of LangChain.
- Configure and set up the LangChain environment.
- Gain insight into 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 practice sessions.
- Hands-on implementation within a live-lab environment.
Customization Options
- For those interested in a tailored training session for this course, please contact us to arrange details.
Course Outline
Introduction to LangChain
- What is LangChain?
- LangChain compared to other frameworks
- The significance of LangChain in modern AI development
Setting Up the Environment
- 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
- Basic knowledge of Python programming
Target Audience
- Developers
- Software engineers
Open Training Courses require 5+ participants.
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