Introducing DeltaMemory : Cognitive memory for production AI agents.

Integrations

Fits your stack. Not the other way around.

First-class integrations with the frameworks you already use. Three lines of code to add persistent memory to any AI agent.

Framework integrations

Native support for the most popular AI agent frameworks.

Vercel AI SDK

Available

Drop-in memory for Next.js AI applications. Add persistent context to any AI SDK chat with a single provider wrapper.

import { DeltaMemory } from 'deltamemory/ai-sdk';

const memory = new DeltaMemory({ url: 'localhost:6969' });

const result = await streamText({
  model: openai('gpt-4'),
  messages,
  memory: memory.provider('user_123'),
});

LangChain

Available

Compatible with LangChain's memory interface. Replace ConversationBufferMemory with DeltaMemory for persistent, cognitive recall across chains.

from deltamemory import DeltaMemoryLangChain

memory = DeltaMemoryLangChain(
    url="localhost:6969",
    collection="user_123"
)

chain = ConversationChain(
    llm=llm,
    memory=memory
)

CrewAI

Coming Soon

Enable multi-agent systems to share and maintain memory across different AI agents. Each crew member contributes to and recalls from a shared knowledge base.

n8n

Available

Native DeltaMemory nodes for n8n workflows. Ingest data from any trigger, recall context in AI agent nodes, and build memory-aware automations.

AutoGen

Available

Persistent memory for AutoGen multi-agent conversations. Agents retain context across sessions and share knowledge through DeltaMemory's graph.

LLM providers

Bring your own model. DeltaMemory works with any provider.

• OpenAI: GPT-4, GPT-4o, text-embedding-3-small
• Anthropic: Claude 3.5 Sonnet, Claude 3 Opus
• Google: Gemini Pro, embedding-001
• Ollama: Any local model with structured output

Server APIs

Multiple protocols for different integration needs.

• REST API
  • :6969
  • Full HTTP API with JSON responses
• gRPC
  • :6970
  • Protobuf messages over HTTP/2
• MCP
  • :Native
  • Model Context Protocol for AI tools

Give your agents memory that compounds.

DeltaMemory is available to select design partners and enterprise teams. Book a demo to see how persistent, cognitive memory works with your AI agents.