Integrations
Next.js
Next.js Route Handlers
RAGChat integrates with Next.js route handlers out of the box. See our example project for a complete view.
Here’s how to use it:
Basic usage
import { ragChat } from "@/utils/rag-chat";
import { NextResponse } from "next/server";
export const POST = async (req: Request) => {
// 👇 user message
const { message } = await req.json();
const { output } = await ragChat.chat(message);
return NextResponse.json({ output });
};
Streaming responses
To stream the response from a route handler:
import { ragChat } from "@/utils/rag-chat";
export const POST = async (req: Request) => {
const { message } = await req.json();
const { output } = await ragChat.chat(message, { streaming: true });
return new Response(output);
};
On the frontend, you can read the streamed data like this:
"use client"
export const ChatComponent = () => {
const [response, setResponse] = useState('');
async function fetchStream() {
const response = await fetch("/api/chat", {
method: "POST",
body: JSON.stringify({ message: "Your question here" }),
});
if (!response.body) {
console.error("No response body");
return;
}
const reader = response.body.getReader();
const decoder = new TextDecoder();
while (true) {
const { done, value } = await reader.read();
if (done) break;
const chunk = decoder.decode(value, { stream: true });
setResponse(prev => prev + chunk);
}
}
useEffect(() => {
fetchStream();
}, []);
return <div>{response}</div>;
}
Next.js Server Actions
RAGChat supports Next.js server actions natively. See our example project on GitHub.
First, define your server action:
"use server";
import { ragChat } from "@/utils/rag-chat";
import { createServerActionStream } from "@upstash/rag-chat/nextjs";
export const serverChat = async (message: string) => {
const { output } = await ragChat.chat(message, { streaming: true });
// 👇 adapter to let us stream from server actions
return createServerActionStream(output);
};
Second, use the server action in your client component:
"use client";
import { readServerActionStream } from "@upstash/rag-chat/nextjs";
export const ChatComponent = () => {
const [response, setResponse] = useState('');
const clientChat = async () => {
const stream = await serverChat("How are you?");
for await (const chunk of readServerActionStream(stream)) {
setResponse(prev => prev + chunk);
}
};
return (
<div>
<button onClick={clientChat}>Start Chat</button>
<div>{response}</div>
</div>
);
};
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