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 in-person) 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 underlying LangChain.
- Configure and set up the LangChain environment.
- Understand the architecture and the way LangChain interacts with large language models (LLMs).
- Create basic applications using LangChain.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and hands-on practice.
- Practical implementation within a live lab environment.
Customization Options
- To arrange a customized training session for this course, please get in touch with us.
Course Outline
Introduction to LangChain
- What is LangChain?
- Comparing LangChain with 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 respective roles
- The philosophy and design goals of LangChain
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
- Development best practices
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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