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Learn LangChain.js

Tom Chant
Tom Chant
Scrimba
Scrimba
Recommended

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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

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

Duration

1 hour 34 minutes

Format

video

Certificate

Included

Pricing

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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