@pond918/llm-bots
v0.0.2
Published
extendable llm bots sdk to integrate with any system, with tree structured history and conversations support. you can easliy add new own bots under the hood.
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LLM bots
What is it?
An npm package of many large language model (LLMs) client chat bots, e.g. ChatGPT, Bing Chat, bard, Alpaca, Vincuna, Claude, ChatGLM, MOSS, iFlytek Spark, ERNIE and more. You may register your own bots easily.
The package enables bots to support unlimited conversations. each conversation has tree-structured chat history ( each chat message has a lastMsgId
).
Another use case is to isolate different users for the same bot on the same nodejs server. All user related data: session/conversation/chat history, etc. is stored in the specified BotStorage on different namespaces.
Getting Started
Install the library
npm install --save @pond918/llm-bots
using the bots
import { ChatDto, LLMBots } from '@pond918/llm-bots'
const bots = new LLMBots()
const claudeBot = bots.instance('vicuna-13b')
// vicuna-13b needn't token
const token = null
const ready = await claudeBot?.initSession(token)
if (ready) {
const resp = await claudeBot?.sendPrompt(new ChatDto('hi there. 1 word most'))
console.log(resp)
// stream response
claudeBot?.sendPrompt(new ChatDto('who is Gauss. 5 words most'), (msg) => console.log(msg))
}
register a new bot
import { LLMBots } from '@pond918/llm-bots'
// you may apply a custom user data storage
const bots = LLMBots.factory(storage);
// new bot will replace old bot with same name.
bots.register(new MyLLMBot());
const models = LLMBots.list();
console.log(Object.keys(models));
bot state management
There are 3 state for an llm bot instance:
- llm config state: e.g. llm url. Stored as bot class properties.
- server session state: API tokens/login sessions. Stored in the session pool, may be shared among users.
- user data state: conversation/chat history. Stored in the provided storage, usually users isolated.
TODOs
- [ ] namespaced/scoped storage
License
This project is Apache-2.0 Licensed.
Credits
- bots implementation are based on ChatAll. Respect!
- NodeJS Starter ToolKit