ChatGPT and LangChain: The Complete Developer's Masterclass

What will you build?

This course focuses on creating a series of different projects of increasing complexity. You'll start from the very basics, understanding how to access ChatGPT 4 programatically. From there, we will quickly increase in complexity, building more complex projects with many more features. By the end, you will make a fully-featured web app that implements a "Chat-with-a-PDF" feature. Note: no previous web development experience is required.

Here's a partial list of some of the topics you'll cover:

• Understand how complex text-generation pipelines work
• Write reusable code using chains provided by LangChain
• Connect chains together in different ways to dramatically change your apps behavior with ease
• Store, retrieve, and summarize chat messages using conversational memory
• Implement semantic search for Retrieval-Augmented Generation using embeddings
• Generate and store embeddings in vector databases like ChromaDB and Pinecone
• Use retrievers to refine, reduce, and rank context documents, teaching ChatGPT new information
• Create agents to automatically accomplish tasks for you using goals you define
• Write tools and plugins to allow ChatGPT to access the outside world
• Maintain a consistent focus on performance through distributed processing using Celery and Redis
• Extend LangChain to implement server-to-browser text streaming
• Improve ChatGPT's output quality through user-generated feedback mechanisms
• Get visibility into how users interact with your text generation features by using tracing

There are a ton of courses that show how to use ChatGPT at a very basic level. This is one of the very few courses online that goes far beyond the basics to teach you advanced techniques that top companies are using today. I have a passion for teaching topics the right way - the way that you'll actually use technology in the real world. Sign up today and join me!