Vercel AI SDK Integration

OpenMemory integrates seamlessly with the Vercel AI SDK to provide long-term memory for your AI applications.

Setup

1. Install Dependencies

   npm install openmemory-js ai @ai-sdk/openai
   

2. Initialize Memory

   import { OpenMemory } from "openmemory-js";
   
   // Initialize in your route handler or server component
   const memory = new OpenMemory({ path: "./memory.sqlite" });
   

Example: Next.js Route Handler

Here is how to inject memory into a chat completion:

// app/api/chat/route.ts
import { openai } from "@ai-sdk/openai";
import { streamText } from "ai";
import { OpenMemory } from "openmemory-js";

const memory = new OpenMemory();

export async function POST(req: Request) {
  const { messages } = await req.json();
  const lastMessage = messages[messages.length - 1].content;

  // 1. Retrieve relevant context
  const context = await memory.query(lastMessage);
  
  // 2. Add context to system prompt
  const systemPrompt = `
    You are a helpful assistant.
    Relevant memories: ${JSON.stringify(context)}
  `;

  // 3. Generate response
  const result = await streamText({
    model: openai("gpt-4-turbo"),
    system: systemPrompt,
    messages,
    onFinish: async (completion) => {
      // 4. Save interaction
      await memory.add(`User: ${lastMessage}`);
      await memory.add(`Assistant: ${completion.text}`);
    }
  });

  return result.toDataStreamResponse();
}