In this talk, we'll explore how to develop your own generative AI application using Next.js, OpenAI models, and the Vercel AI SDK toolkit.
Key points:
- Developing your own custom AI assistant for specific use cases
- Understand the process of training and fine-tuning language models to create a specialized assistant
- Integrating a chat interface with Next.js and OpenAI APIs
- Leverage the Vercel AI SDK to streamline the integration of OpenAI's language models
- Implement a responsive and interactive chat experience using Next.js and AI SDK
- Implementing chat completion and response streaming
- Explore techniques for managing and optimizing the streaming of model responses
- Discuss best practices for integrating language models, data sources, and user interfaces
By the end of this talk, attendees will have a solid understanding of how to leverage Next.js, OpenAI, and the Vercel AI SDK to develop their own specialized AI assistant and generative AI applications. They'll learn practical techniques for model customization, chat interface implementation, and building AI-powered experiences.