@memorylayer/vercel-ai

Vercel AI SDK integration for MemoryLayer - Add memory-augmented AI to your applications.

Installation

npm install @memorylayer/vercel-ai @memorylayer/sdk ai zod

Quick Start

Provider Adapter

import { createMemoryLayerProvider } from '@memorylayer/vercel-ai';
import { MemoryLayerClient } from '@memorylayer/sdk';
import { generateText } from 'ai';

const client = new MemoryLayerClient({
  apiKey: process.env.MEMORYLAYER_API_KEY!,
});

const provider = createMemoryLayerProvider({
  client,
  projectId: 'proj_abc123',
});

const { text } = await generateText({
  model: provider,
  prompt: 'What are my preferences?',
});

Memory Tools

import { memoryTool, searchTool } from '@memorylayer/vercel-ai';
import { generateText } from 'ai';

const { text } = await generateText({
  model: provider,
  prompt: 'Remember that I prefer dark mode',
  tools: {
    addMemory: memoryTool({ client, projectId: 'proj_abc123' }),
    searchMemory: searchTool({ client, projectId: 'proj_abc123' }),
  },
});

Multi-Provider Support

MemoryLayer supports multiple AI providers. Configure at the organization level or override per-request:

Supported Providers

| Provider | Language Models | Embedding Models | |----------|-----------------|------------------| | OpenAI | gpt-4o, gpt-4o-mini | text-embedding-3-small | | Google | gemini-2.5-flash, gemini-2.0-flash | text-embedding-004 | | Anthropic | claude-3-5-sonnet, claude-3-opus | Uses OpenAI embeddings |

Using Different Providers

import { createMemoryLayerProvider } from '@memorylayer/vercel-ai';

// OpenAI (default)
const openaiProvider = createMemoryLayerProvider({
  client,
  projectId: 'proj_abc123',
  modelSettings: {
    provider: 'openai',
    languageModel: 'gpt-4o-mini',
    embeddingModel: 'text-embedding-3-small'
  }
});

// Google Gemini
const googleProvider = createMemoryLayerProvider({
  client,
  projectId: 'proj_abc123',
  modelSettings: {
    provider: 'google',
    languageModel: 'gemini-2.0-flash',
    embeddingModel: 'text-embedding-004'
  }
});

// Anthropic Claude
const anthropicProvider = createMemoryLayerProvider({
  client,
  projectId: 'proj_abc123',
  modelSettings: {
    provider: 'anthropic',
    languageModel: 'claude-3-5-sonnet-20241022',
    embeddingModel: 'text-embedding-3-small'  // Uses OpenAI for embeddings
  }
});

Documentation

For full documentation, visit https://docs.memorylayer.com

License

MIT