Google PaLM

danger

The Google PaLM API is deprecated and will be removed in 0.3.0. Please use the Google GenAI integration instead.

note

This integration does not support embeddings-* model. Check Google GenAI embeddings.

The Google PaLM API can be integrated by first installing the required packages:

tip

See this section for general instructions on installing integration packages.

npm

npm install google-auth-library @google-ai/generativelanguage @langchain/community

Yarn

yarn add google-auth-library @google-ai/generativelanguage @langchain/community

pnpm

pnpm add google-auth-library @google-ai/generativelanguage @langchain/community

Create an API key from Google MakerSuite. You can then set the key as GOOGLE_PALM_API_KEY environment variable or pass it as apiKey parameter while instantiating the model.

import { GooglePaLMEmbeddings } from "@langchain/community/embeddings/googlepalm";

const model = new GooglePaLMEmbeddings({
  apiKey: "<YOUR API KEY>", // or set it in environment variable as `GOOGLE_PALM_API_KEY`
  model: "models/embedding-gecko-001", // OPTIONAL
});
/* Embed queries */
const res = await model.embedQuery(
  "What would be a good company name for a company that makes colorful socks?"
);
console.log({ res });
/* Embed documents */
const documentRes = await model.embedDocuments(["Hello world", "Bye bye"]);
console.log({ documentRes });

API Reference:

• GooglePaLMEmbeddings from @langchain/community/embeddings/googlepalm

Related

• Embedding model conceptual guide
• Embedding model how-to guides