Skip to main content

WatsonX AI

LangChain.js supports integration with IBM WatsonX AI. Checkout WatsonX AI for a list of available models.

Setup​

You will need to set the following environment variables for using the WatsonX AI API.

  1. IBM_CLOUD_API_KEY which can be generated via IBM Cloud
  2. WATSONX_PROJECT_ID which can be found in your project's manage tab

Alternatively, these can be set during the WatsonxAI Class instantiation as ibmCloudApiKey and projectId respectively. For example:

const model = new WatsonxAI({
  ibmCloudApiKey: "My secret IBM Cloud API Key"
  projectId: "My secret WatsonX AI Project id"
});

Usage​

tip

See this section for general instructions on installing integration packages.

npm install @langchain/community @langchain/core
import { WatsonxAI } from "@langchain/community/llms/watsonx_ai";

// Note that modelParameters are optional
const model = new WatsonxAI({
  modelId: "meta-llama/llama-2-70b-chat",
  modelParameters: {
    max_new_tokens: 100,
    min_new_tokens: 0,
    stop_sequences: [],
    repetition_penalty: 1,
  },
});

const res = await model.invoke(
  "What would be a good company name for a company that makes colorful socks?"
);

console.log({ res });

API Reference:

  • WatsonxAI from @langchain/community/llms/watsonx_ai

Was this page helpful?


You can also leave detailed feedback on GitHub.