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ChatGPT and LangChain: The Complete Developer’s Masterclass

February 10, 2024 IT & Software, Udemy CoursesUdemy

Deal Score+57

209

REDEEM

Deal Score+57

REDEEM

ChatGPT and LangChain: The Complete Developer’s Masterclass

Intensive masterclass on ChatGPT, LangChain, and Python. Make production-ready apps focused on real-world AI integration

Created by Stephen Grider | 12 hours on-demand video course

This ChatGPT and LangChain: The Complete Developer’s Masterclass 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!