Understand the fundamentals of using LangChain’s JavaScript library to orchestrate and chain different modules together.
Build LLM Apps with LangChain.js
Instructor: Jacob Lee
Earn an accomplishment with PRO
- Intermediate
- 1 hour 4 mins
- 8 Video Lessons
- 6 Code Examples
- 1 Graded Assignment PRO
- Earn an accomplishment with PRO
- Instructor: Jacob Lee
LangChain- Learn more aboutMembership PRO Plan
What you'll learn
Learn the basics of loading and preparing data to provide as context to effectively customize LLM generations.
Learn techniques to retrieve and present data to the LLM in useful ways for a conversational retrieval chain.
About this course
JavaScript is the world’s most popular programming language, and now developers can program in JavaScript to build powerful LLM apps.
This course will show webdevs how to expand their toolkits with LangChain.js, a popular JavaScript framework for building with LLMs, and will cover useful concepts for creating powerful, context-aware applications.
By taking this course, you will:
- Learn to use LangChain’s underlying abstractions to build your own JavaScript apps
- Understand the basics of retrieval augmented generation (RAG)
- Have the structure of a basic conversational retrieval system that you can use for building your own chatbots
Who should join?
Anyone with intermediate JavaScript knowledge and wants to build machine learning applications.
Course Outline
8 Lessons・6 Code Examples- IntroductionVideo・2 mins
- Building BlocksVideo with Code Example・13 mins
- Loading and preparing dataVideo with Code Example・8 mins
- Vectorstores and embeddingsVideo with Code Example・5 mins
- Question answeringVideo with Code Example・8 mins
- Conversational question answeringVideo with Code Example・15 mins
- Shipping as a web APIVideo with Code Example・9 mins
- ConclusionVideo・1 min
- Quiz
Graded・Quiz
・10 mins

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