Large Language Models

Unit 1

How LLM works

Neural Network Architecture of LLM

Training and Fine-Tuning LLMs

Language Modeling and Generation

Unit 2

What is RAG

Introduction to RAG

Retrieval Component of RAG

Generation Component of RAG

Unit 3

Langchain Basics using Javascript

Introduction to Langchain

Setting Up Langchain with Javascript

Working with Langchain Data in Javascript

Implementing Smart Contracts in Langchain with Javascript

Interacting with Langchain APIs using Javascript