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Dynamic Model Usage with AI SDK

Dynamically set the LLM for your chatbot using Vercel AI SDK with Feature Flags and Edge Config for flexible AI-powered applications.

Introduction

This template showcases dynamic model usage with the Vercel AI SDK, Next.js, Edge Config, and Feature Flags. It provides a foundation for building AI-powered applications with the ability to switch language models dynamically.

Key features:

  • Dynamic Model Switching: Leverages Vercel Edge Config and Feature Flags to control which language model is used at runtime.
  • Vercel AI SDK Integration: Simplifies the process of connecting to and interacting with various AI providers.
  • Next.js Framework: Built on Next.js for performance, scalability, and a streamlined development experience.
  • Chatbot Example: Includes a chatbot implementation to demonstrate the dynamic model switching capabilities.

Use cases:

  • A/B testing different language models to optimize performance and user experience.
  • Implementing fallback mechanisms to ensure service availability in case of provider outages.
  • Personalizing the AI experience based on user preferences or feature flags.
  • Building cost-effective AI applications by dynamically selecting the most appropriate model for each task.

Dynamic Model Usage with AI SDK screenshot | ATemplate.com

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