vercel-labs/ai-sdk-preview-rag
A Next.js application template that implements retrieval-augmented generation using the Vercel AI SDK and PostgreSQL vector storage.
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This repository provides a production-ready RAG template for building AI applications that can reason over external data outside a model’s training knowledge. It uses the Vercel AI SDK’s streamText function for tool-based information retrieval and the useChat hook for real-time response streaming. Vector embeddings are stored in PostgreSQL using DrizzleORM, enabling semantic search over user-provided documents.
Frequently asked
- What is vercel-labs/ai-sdk-preview-rag?
- A Next.js application template that implements retrieval-augmented generation using the Vercel AI SDK and PostgreSQL vector storage.
- Is ai-sdk-preview-rag open source?
- Yes — vercel-labs/ai-sdk-preview-rag is open source, released under the MIT license.
- What language is ai-sdk-preview-rag written in?
- vercel-labs/ai-sdk-preview-rag is primarily written in TypeScript.
- How popular is ai-sdk-preview-rag?
- vercel-labs/ai-sdk-preview-rag has 409 stars on GitHub.
- Where can I find ai-sdk-preview-rag?
- vercel-labs/ai-sdk-preview-rag is on GitHub at https://github.com/vercel-labs/ai-sdk-preview-rag.