This package contains the LangChain.js integrations for OpenAI through their SDK.
npm install @langchain/openai @langchain/core
This package, along with the main LangChain package, depends on @langchain/core
.
If you are using this package with other LangChain packages, you should make sure that all of the packages depend on the same instance of @langchain/core.
You can do so by adding appropriate fields to your project's package.json
like this:
{
"name": "your-project",
"version": "0.0.0",
"dependencies": {
"@langchain/core": "^0.3.0",
"@langchain/openai": "^0.0.0"
},
"resolutions": {
"@langchain/core": "^0.3.0"
},
"overrides": {
"@langchain/core": "^0.3.0"
},
"pnpm": {
"overrides": {
"@langchain/core": "^0.3.0"
}
}
}
The field you need depends on the package manager you're using, but we recommend adding a field for the common pnpm
, npm
, and yarn
to maximize compatibility.
This package contains the ChatOpenAI
class, which is the recommended way to interface with the OpenAI series of models.
To use, install the requirements, and configure your environment.
export OPENAI_API_KEY=your-api-key
Then initialize
import { ChatOpenAI } from "@langchain/openai";
const model = new ChatOpenAI({
apiKey: process.env.OPENAI_API_KEY,
model: "gpt-4-1106-preview",
});
const response = await model.invoke(new HumanMessage("Hello world!"));
import { ChatOpenAI } from "@langchain/openai";
const model = new ChatOpenAI({
apiKey: process.env.OPENAI_API_KEY,
model: "gpt-4-1106-preview",
});
const response = await model.stream(new HumanMessage("Hello world!"));
This package also adds support for OpenAI's embeddings model.
import { OpenAIEmbeddings } from "@langchain/openai";
const embeddings = new OpenAIEmbeddings({
apiKey: process.env.OPENAI_API_KEY,
});
const res = await embeddings.embedQuery("Hello world");
To develop the OpenAI package, you'll need to follow these instructions:
pnpm install
pnpm build
Or from the repo root:
pnpm build --filter=@langchain/openai
Test files should live within a tests/
file in the src/
folder. Unit tests should end in .test.ts
and integration tests should
end in .int.test.ts
:
$ pnpm test
$ pnpm test:int
Run the linter & formatter to ensure your code is up to standard:
pnpm lint && pnpm format
If you add a new file to be exported, either import & re-export from src/index.ts
, or add it to the exports
field in the package.json
file and run pnpm build
to generate the new entrypoint.