Generative AI for NodeJs: OpenAI, LangChain – TypeScript

Hands-On Practice with OpenAI, ChatGPT and LangChain. Use Pinecone and Huggingface and integrate AI into your Node app

Created by: Alex Dan
Cloud Tech Lead, TypeScript Champion, active Instructor

What Will I Learn?

• Integrate OpenAI APIs in JavaScript and TypeScript applications. Use text, speech and Image modes
• Use LangChain, Pinecone, and OpenAI to Build LLM-Powered Applications.
• Translate and transcribe audio files using open source models in NodeJS apps
• Learn the basics of AI with OpenAI and ChatGPT: build a console chat app with NodeJS
• Integrate Tools and Functions into your OpenAI apps and chat with real-time data
• Master crucial AI topics like Embeddings, similarity and Vector databases
• Use ChromaDB as a local DB for your embeddings and run special queries
• Use Pinecone as serverless DB and run special embeddings queries. Use indexes and run similarity searches
• Learn about LangChain components, LLM wrappers, prompt templates, chains, and agents.

Requirements

• Basic JavaScript/TypeScript knowledge
• Basic understand of NPM packages and node modules
• OpenAI/Huggingface accounts

Target audience

• NodeJS and JS developers who want to add AI capabilities to their apps with OpenAI and LangChain