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Learn LangChain.js

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Put yourself on the bleeding edge of AI by harnessing the power of LangChain Expression Language to build a chatbot that has deep knowledge of a provided document. In this course, you'll use LangChain.js to build a chatbot that can answer questions on specific text - one of the holy grails of AI. First, learn about using LangChain to split text into chunks, convert chunks to vectors using OpenAI embeddings, and store them in a Supabase vector store. Next, study chains using LangChain Expression Language. Finally, tackle retrieval using vector matching to select relevant text chunks from your vector store. This enables the chatbot to answer questions specific to your data - a critical skill for real-world AI applications.
Instructor

Tom Chant
Tutor at Scrimba with experience since 2004. Specializes in JavaScript, Node.js, and making coding accessible and pain-free for learners.
Course details
1 hour 34 minutes
video
Included
Free
What you'll learn
LangChain.js fundamentals
Text splitting and chunking strategies
OpenAI embeddings and vector conversion
Supabase vector store setup and usage
Prerequisites
Intermediate JavaScript knowledge
Understanding of APIs and async JavaScript
Basic familiarity with AI concepts helpful but not required
Who this course is for
JavaScript developers wanting to build AI applications
Developers interested in LangChain and vector databases
Anyone wanting to build chatbots with document knowledge
Web developers looking to integrate AI into their apps
Curriculum
Learn LangChain.js
28 lessons
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