LangChain & LLMs – Build Autonomous AI Tools Masterclass

Course content

  • Introduction
  • Download Course Resources
  • Development Environment Setup
  • LangChain and LLMs – Deep Dive
  • Checkpoint
  • LangChain Prompts Template
  • LangChain Parsers
  • LangChain Memory and Chains
  • LangChain Routers, Document Loading and Document Splitting
  • LangChain Embeddings and Vectorstores
  • LangChain Agents – Deep Dive
  • [REAL-WORLD] App – PDF Extractor
  • [REAL-WORLD] App – Newsletter Generator
  • [REAL-WORLD] App – Multi-document Chatbot
  • [REAL-WORLD] App – Image to Text
  • Next Steps

Intro to LLMs

About this course

Large Language Models (LLMs) and text generation are at the heart of many cutting edge AI applications today. This course is a no-code introduction to LLMs, covering their history up to ChatGPT, how they generate text with neural networks, and how they can be adjusted via parameters like temperature. This course is a great starting point for exploring LLMs and generative AI more broadly.

Skills you’ll gain

  • Understand the history of LLMs
  • Understand how LLMs generate new text
  • Analyze the impact of LLM parameters