Elevate your JavaScript/TypeScript skills by integrating AI into your applications. The "AI for NodeJs Developers with OpenAI and LangChain" course is specifically tailored for experienced Node.js developers who are seeking to master AI-driven solutions.
In this course, you will explore essential concepts of AI, its algorithms, and frameworks, with a focus on practical implementation in a Node.js setting.
Course Highlights
Main Topics of the Course
- Introduction to AI and its application in Node.js
- Setting up OpenAI for fundamental applications
- Working with models, tokens, and roles
- OpenAI request parameters
Practical Applications
- Developing a ChatGPT clone in the console
- Key features: history, context, and token limits
- Building applications using OpenAI tools
Key AI Development Topics
- Embeddings: creation, saving, and loading
- Similarity search utilizing cosine or dot product
Vector Databases
- Introduction and setup
- Creating a ChromaDB server with Docker and a NodeJS client
- Configuring Pinecone and managing indices
- Application development leveraging Pinecone
LangChain Section
- Overview and setup of LangChain
- Working with prompt templates, parsers, and loaders for web and files
- Implementing generative AI with LangChain
Running Local AI Models
- Exploring the Hugging Face API and open models for local application use
- Utilizing local embeddings, translation, and models for text, voice, and images
Bonus TypeScript Section
- Fundamentals of TypeScript: compiler, functions, special types, generics, classes, and more
Why Enroll in This Course?
- Advanced Learning: Apply your new knowledge directly to production-ready code.
- Practical Approach: Focus on essential theory with a hands-on approach.
- Convenient Structure: Learn at your own pace.
- Clarity and Respect for Your Time: Enjoy clear explanations with minimal unnecessary typing.
- High-Quality Visual Design: Experience content with a large font, dark background, and HD visuals.
