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Motörhead Memory

Motörhead is a memory server implemented in Rust. It automatically handles incremental summarization in the background and allows for stateless applications.

Setup

See instructions at Motörhead for running the server locally, or https://getmetal.io to get API keys for the hosted version.

Usage

npm install @langchain/openai
import { ChatOpenAI } from "@langchain/openai";
import { ConversationChain } from "langchain/chains";
import { MotorheadMemory } from "@langchain/community/memory/motorhead_memory";

// Managed Example (visit https://getmetal.io to get your keys)
// const managedMemory = new MotorheadMemory({
// memoryKey: "chat_history",
// sessionId: "test",
// apiKey: "MY_API_KEY",
// clientId: "MY_CLIENT_ID",
// });

// Self Hosted Example
const memory = new MotorheadMemory({
memoryKey: "chat_history",
sessionId: "test",
url: "localhost:8080", // Required for self hosted
});

const model = new ChatOpenAI({
model: "gpt-3.5-turbo",
temperature: 0,
});

const chain = new ConversationChain({ llm: model, memory });

const res1 = await chain.call({ input: "Hi! I'm Jim." });
console.log({ res1 });
/*
{
res1: {
text: "Hello Jim! It's nice to meet you. My name is AI. How may I assist you today?"
}
}
*/

const res2 = await chain.call({ input: "What did I just say my name was?" });
console.log({ res2 });

/*
{
res1: {
text: "You said your name was Jim."
}
}
*/

API Reference:


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