A retrieval-augmented generation Next.js chatbot using the AI SDK's middleware interface.
This template demonstrates the usage of the Language Model Middleware to perform retrieval augmented generation and enforce guardrails using the AI SDK and Next.js.
Run create-next-app
with npm, Yarn, or pnpm to bootstrap the example:
npx create-next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
yarn create next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
pnpm create next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
To run the example locally you need to:
.env.example
file, but in a new file called .env
.npm install
to install the required dependencies.npm run dev
to launch the development server.To learn more about the AI SDK or Next.js by Vercel, take a look at the following resources:
A retrieval-augmented generation Next.js chatbot using the AI SDK's middleware interface.
This template demonstrates the usage of the Language Model Middleware to perform retrieval augmented generation and enforce guardrails using the AI SDK and Next.js.
Run create-next-app
with npm, Yarn, or pnpm to bootstrap the example:
npx create-next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
yarn create next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
pnpm create next-app --example https://github.com/vercel-labs/ai-sdk-preview-internal-knowledge-base ai-sdk-preview-internal-knowledge-base-example
To run the example locally you need to:
.env.example
file, but in a new file called .env
.npm install
to install the required dependencies.npm run dev
to launch the development server.To learn more about the AI SDK or Next.js by Vercel, take a look at the following resources: