memory.ts

import { ConversationChain } from "langchain/chains";
import { ChatOpenAI } from "@langchain/openai";
import {
  ChatPromptTemplate,
  MessagesPlaceholder,
} from "@langchain/core/prompts";
import { BufferMemory } from "langchain/memory";

const chat = new ChatOpenAI({ temperature: 0 });

const chatPrompt = ChatPromptTemplate.fromMessages([
  [
    "system",
    "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
  ],
  new MessagesPlaceholder("history"),
  ["human", "{input}"],
]);

const chain = new ConversationChain({
  memory: new BufferMemory({ returnMessages: true, memoryKey: "history" }),
  prompt: chatPrompt,
  llm: chat,
});

const response = await chain.invoke({
  input: "hi! whats up?",
});

console.log(response);