Session: LangChain Legends: Building LLM powered Applications
Discover the power of LangChain, an open-source framework revolutionizing the way we build applications with Large Language Models (LLMs). Learn how LangChain unlocks the potential of LLMs beyond conventional use cases, facilitating the creation of robust, intelligent applications. This talk will introduce LangChain, its key concepts, and demonstrate its practical applications.
This talk offers a hands-on exploration of LangChain, a framework that is rapidly transforming the way developers interact with Large Language Models:
- LangChain Introduction: Understand the driving principles behind LangChain, how it differs from traditional LLM usage, and the benefits it provides within the application development process.
- Key Concepts: Delve into essential LangChain concepts, including prompt templates, chains, agents, and memory – the building blocks for creating complex LLM-powered applications.
- Real-World Applications: Explore practical examples demonstrating how LangChain can be used to create intelligent question-answering systems, comprehensive document summarizers, and other innovative LLM-driven solutions. We will be building our own RAG application utilizing LangChain.
- The Open-Source Advantage: Learn why LangChain’s open-source nature fosters collaboration, enables customization, and puts its development in the hands of the community.
What will you get out of this talk:
- A solid understanding of LangChain’s architecture and core components.
- The ability to construct basic LangChain applications for various language-oriented tasks.
- Inspiration for innovative ways to integrate LLMs into your projects.
- Awareness of the vibrant open-source community around LangChain and resources for further exploration.
This session will be recorded
