AIFLX

Library / Artificial Intelligence

Generative AI for NodeJs: OpenAI, LangChain - TypeScript

On Udemy

About this course

It's time to add AI to your JavaScript/TypeScript app!

AI for NodeJs devs with OpenAI and LangChain is an advanced course designed to empower developers with the knowledge and skills to integrate artificial intelligence (AI) capabilities into Node.js applications. This course is tailored for developers who are proficient in Node.js and wish to explore the fascinating realm of AI-driven solutions.

Throughout the course, participants will delve into various AI concepts, algorithms, and frameworks, focusing on their practical implementation within Node.js environments. Key topics covered in this course include:

  • Introduction to AI and its applications in Node.jsOpenAI setup for basic apps
  • Understanding models, tokens and roles
  • OpenAI request parameters

Practice apps:

  • ChatGPT clone in the console
  • App features: history, context and token limit
  • OpenAI tools app
  • OpenAI tools parameters
  • Generative AI with tools

Key topics for AI development:

  • Embeddings - presentation, persistence, load

Similarity search using cosine or dot product Vector databases:

  • Introduction and setup
  • ChromaDB setup
  • Building a ChromaDB server with DockerBuilding a ChromaDB client with NodeJSPinecone Vector database setup
  • Pinecone indexes and index operations
  • Building apps backed by Pinecone
  • Gener

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