Integrating Generative AI into JavaScript Web Projects

Get started integrating cutting-edge generative AI technologies into JavaScript web development projects.

Introduction

• Integrate generative AI into your web projects
• What you should know
• Tools and exercise files

1. Introducing the Generative AI Models and Libraries

• Generative AI: Genesis and evolution
• OpenAI: Key concepts
• OpenAI: Getting started

2. Create Your First Next-Gen App (Node.js)

• Node project setup
• Authenticate and configure with OpenAI
• Define prompts and a system message
• Challenge: Create an AI-agent and jokes generator
• Solution: Generate chat completions

3. Extending the Chatbot Capabilities with External Tools

• Introducing function calling
• Enable function calling
• Define tools and parameters
• Challenge: Call the public API
• Solution: Call functions and connect to APIs
• Solution: Call functions and generate extended responses

4. Getting Started with the OpenAI Assistants API

• Assistants API overview
• Create an assistant
• Upload files using the Files API
• Create a conversation session
• Run the conversation
• Check Run lifecycle and status
• Retrieve and display messages

5. Build an AI-powered Virtual Assistant (Assistants API)

• Starter project and set up
• Making API requests
• Send a message
• Introduction the Moderation API
• Add a moderation layer
• Generate and moderate conversations

Conclusion

• Last words and next steps