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IT & SoftwareLangChain
ChatGPT and LangChain: The Complete Developer's Masterclass
★4.6
(27,083 students)12h
>_ What You'll Learn
- Integrate ChatGPT into production-style apps with LangChain
- Use LangChain components to build complex text generation pipelines
- Enhance ChatGPT's output by automatically integrating user feedback
- Teach ChatGPT new facts through Retrieval Augmented Generation
- Extend LangChain to implement server-to-browser text streaming
- Use OpenAI Plugins to add new capabilities to ChatGPT, such as database access and code execution
- Understand every line of code we write so you can use these exact same techniques on your own projects
- Build your own chat-with-a-PDF web application, complete with document upload and authentication
- See how users interact with your chat features using observability and tracing
>_ Requirements
- Basic programming experience with Python
/ Course Details & Curriculum
You've found the most advanced, most complete, and most intensive masterclass online for learning how to integrate LangChain and ChatGPT into production-ready applications!
Thousands of engineers have learned how to build amazing applications using ChatGPT, and you can too. This course uses a time-tested, battle-proven method to make sure you understand exactly how ChatGPT works, and is the perfect pathway to help you get a new job as a software engineer working on AI-enabled apps.
The difference between this course and all the others: you will go far beyond the basics of simple ChatGPT prompts, and understand how companies are integrating text generation into their apps today.
___________
ChatGPT is being used across industries to enhance applications with text generation. But with this new feature comes many challenges:
- Building complex text generation pipelines that incorporate outside information
- Creating reusable configuration components that can be reassembled in different ways
- Applying user feedback (like upvotes/downvotes) to enhance ChatGPT's output
- Wiring in observability and tracing to see how users are interacting with your AI
- Generate text performantly using distributed processing
This course will walk you through production-ready, repeatable techniques for addressing each of these challenges and many more.
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!
Author and Instructor
S
Stephen Grider
Expert at Udemy
With years of hands-on experience in IT & Software, Stephen Grider has dedicated thousands of hours to teaching and mentorship. This course is the culmination of industry best practices and a proven curriculum that has helped thousands of students transition into professional roles.
Community Feedback
★★★★★
M
Michael Chen
Verified Enrollment
"This ChatGPT and LangChain: The Complete Developer's Masterclass course was exactly what I needed. The instructor explains complex IT & Software concepts clearly. Highly recommended!"
S
Sarah Johnson
Verified Enrollment
"I've taken many Udemy courses on Python programming & back-end development, but this one stands out. The practical examples helped me land a job."
D
David Smith
Verified Enrollment
"Great value for money. The section on LangChain was particularly helpful."
E
Emily Davis
Verified Enrollment
"Excellent structure and pacing. I went from zero to hero in IT & Software thanks to this course. Lifetime access is a huge plus."
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