@langchain/community
Version:
Third-party integrations for LangChain.js
97 lines (96 loc) • 3.28 kB
JavaScript
import { Redis } from "ioredis";
import { BaseListChatMessageHistory } from "@langchain/core/chat_history";
import { mapChatMessagesToStoredMessages, mapStoredMessagesToChatMessages, } from "@langchain/core/messages";
/**
* Class used to store chat message history in Redis. It provides methods
* to add, retrieve, and clear messages from the chat history.
* @example
* ```typescript
* const chatHistory = new RedisChatMessageHistory({
* sessionId: new Date().toISOString(),
* sessionTTL: 300,
* url: "redis:
* });
*
* const chain = new ConversationChain({
* llm: new ChatOpenAI({ temperature: 0 }),
* memory: { chatHistory },
* });
*
* const response = await chain.invoke({
* input: "What did I just say my name was?",
* });
* console.log({ response });
* ```
*/
export class RedisChatMessageHistory extends BaseListChatMessageHistory {
get lc_secrets() {
return {
url: "REDIS_URL",
"config.username": "REDIS_USERNAME",
"config.password": "REDIS_PASSWORD",
};
}
constructor(fields) {
super(fields);
Object.defineProperty(this, "lc_namespace", {
enumerable: true,
configurable: true,
writable: true,
value: ["langchain", "stores", "message", "ioredis"]
});
Object.defineProperty(this, "client", {
enumerable: true,
configurable: true,
writable: true,
value: void 0
});
Object.defineProperty(this, "sessionId", {
enumerable: true,
configurable: true,
writable: true,
value: void 0
});
Object.defineProperty(this, "sessionTTL", {
enumerable: true,
configurable: true,
writable: true,
value: void 0
});
const { sessionId, sessionTTL, url, config, client } = fields;
this.client = (client ??
(url ? new Redis(url) : new Redis(config ?? {})));
this.sessionId = sessionId;
this.sessionTTL = sessionTTL;
}
/**
* Retrieves all messages from the chat history.
* @returns Promise that resolves with an array of BaseMessage instances.
*/
async getMessages() {
const rawStoredMessages = await this.client.lrange(this.sessionId, 0, -1);
const orderedMessages = rawStoredMessages
.reverse()
.map((message) => JSON.parse(message));
return mapStoredMessagesToChatMessages(orderedMessages);
}
/**
* Adds a message to the chat history.
* @param message The message to add to the chat history.
* @returns Promise that resolves when the message has been added.
*/
async addMessage(message) {
const messageToAdd = mapChatMessagesToStoredMessages([message]);
await this.client.lpush(this.sessionId, JSON.stringify(messageToAdd[0]));
if (this.sessionTTL) {
await this.client.expire(this.sessionId, this.sessionTTL);
}
}
/**
* Clears all messages from the chat history.
* @returns Promise that resolves when the chat history has been cleared.
*/
async clear() {
await this.client.del(this.sessionId);
}
}