Go to Course: https://www.coursera.org/learn/build-ai-apps-with-langchain
Understand the LangChain library for AI Application Development
Implement Advanced Text Processing
Design and Complete an AI App Project
Build AI apps with LangChain JS
In this module, you'll cover the foundational concepts of LangChain, setting up Supabase for data storage, and preparing text data for efficient processing.
Core Functionality & ProcessingIt's time to start building! You'll create retrieval chains, design prompt templates, structure outputs, and optimize workflows using RunnableSequence().
Challenges, UI, and FinalizationFinally, you'll focus on integrating a user interface, managing memory, troubleshooting performance issues, and ensuring scalability in LangChain applications.
Test your knowledge!Put your knowledge to the test with this interactive graded quiz!
Learn the basics of LangChain.js and build an internal company knowledge base using retrieval from a vector database. This hands-on course takes you step by step through the process of building AI-powered applications using LangChain. You’ll start with an expert-led introduction by LangChain’s lead maintainer, Jacob Lee, giving you a strong foundation straight from the source. As you progress, you’ll: - Build app flow diagrams - Set up databases with Supabase - Refine text processin
Exception course by Tom Chant (Scrimba). Needs minor updates in the code import statements. its a good exercise for students to figure that one out themselves.