Ai Ml · generic · intermediate
Building with LangChain & RAG
Build production-ready LLM applications using LangChain. From core chains and memory management through document loading, vector stores, retrieval-augmented generation, and autonomous agents. Based on DeepLearning.AI's LangChain series: LangChain for LLM Application Development, Chat with Your Data, and Building Systems with the ChatGPT API.
- 9 hours
- 35 lessons
- 7 modules
- updated April 2026
Try it before you sign up
Read a full lesson and answer 3 questions from the Module 1 quiz. No account needed.
LangChain Architecture Overview
7 modules, 35 lessons
Module 1 is free — lessons, hands-on walkthrough and quiz.
- readLangChain Architecture Overview15 min
- videoLangChain Explained in 13 Minutes13 min
- readOutput Parsers & Structured Data Extraction12 min
- hands-onLab: LangChain Hello World25 min
- quizQuiz: LangChain Foundations10 min
Built by the CloudaQube team
No celebrity instructor — here is exactly what goes into the course instead.
- 01 7 guided hands-on walkthroughs you run in a real environment.
- 02 7 module quizzes — every answer comes with an explanation.
- 03 Last updated April 2026.
- 04 Any module can become a hands-on lab in Labs Studio.
What you'll be able to do
- 01 Build LLM applications using LangChain chains, prompts, and output parsers
- 02 Implement conversation memory for multi-turn AI applications
- 03 Load, split, and embed documents into vector stores for RAG
- 04 Build a production-ready document Q&A chatbot with source attribution
- 05 Evaluate RAG pipeline quality using RAGAS metrics
- 06 Create LangChain agents with custom tools using the ReAct pattern
- — Python programming (intermediate level)
- — Basic understanding of LLMs and prompt engineering
Before you start
How long does it take?
About 9 hours of lessons, videos and hands-on walkthroughs across 7 modules.
What’s free?
Module 1 in full — lessons, hands-on walkthrough and quiz — with no card required. Any paid plan (from $8.99/mo) unlocks all 7 modules, and starts with a 14-day free trial.
Start the course with Module 1 free.
No card required. Unlock every module from $8.99/mo when you’re ready.