The RAG with Vercel AI SDK template provides a retrieval-augmented generation chatbot. It leverages Next.js, the Vercel AI SDK, Drizzle ORM, and PostgreSQL to create a chatbot capable of reasoning and responding with information beyond its initial training data.
Key features include:
- Information Retrieval: Tool calls using
streamTextfor external data integration. - Real-time Streaming: Model responses streamed to the frontend using the
useChathook. - Vector Storage: DrizzleORM and PostgreSQL for vector embedding storage.
- Animated UI: Framer Motion for UI animations.
This template is ideal for developers looking to build AI-powered chatbots that can access and utilize external knowledge sources for more informed and context-aware conversations.
