LangChain Basics Tutorial - LLMs & Prompt Templates with Colab

Explore the fundamentals of building applications with Large Language Models (LLMs) and LangChain in this 20-minute tutorial video. Learn about LLMs and Prompt Templates, including their inability to store state and the importance of prompts in application development. Discover the concept of few-shot prompting and how to implement Prompt Templates in code. Follow along with practical demonstrations on setting up an LLM, creating PromptTemplates, and constructing an LLM Chain. Gain hands-on experience using a provided Colab Code Notebook to reinforce your understanding of these essential concepts in LangChain development.

Intro
LLMs as Apps
LLMs Don’t Store State
What is LangChain?
Everything Starts with a Prompt
Few Shot Prompting
Prompt Templates
Code Time
Setting up an LLM
PromptTemplates code
Making a LLM Chain
Few Shot Prompt Template