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LLM Adapters

OpenAIAdapter

Copilot Runtime adapter for OpenAI.

Copilot Runtime adapter for OpenAI.

Example

import { CopilotRuntime, OpenAIAdapter } from "@copilotkit/runtime";
import OpenAI from "openai";
 
const copilotKit = new CopilotRuntime();
 
const openai = new OpenAI({
  organization: "<your-organization-id>", // optional
  apiKey: "<your-api-key>",
});
 
return new OpenAIAdapter({ openai });

Example with Azure OpenAI

import { CopilotRuntime, OpenAIAdapter } from "@copilotkit/runtime";
import OpenAI from "openai";
 
// The name of your Azure OpenAI Instance.
// https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource
const instance = "<your instance name>";
 
// Corresponds to your Model deployment within your OpenAI resource, e.g. my-gpt35-16k-deployment
// Navigate to the Azure OpenAI Studio to deploy a model.
const model = "<your model>";
 
const apiKey = process.env["AZURE_OPENAI_API_KEY"];
if (!apiKey) {
  throw new Error("The AZURE_OPENAI_API_KEY environment variable is missing or empty.");
}
 
const copilotKit = new CopilotRuntime();
 
const openai = new OpenAI({
  apiKey,
  baseURL: `https://${instance}.openai.azure.com/openai/deployments/${model}`,
  defaultQuery: { "api-version": "2024-04-01-preview" },
  defaultHeaders: { "api-key": apiKey },
});
 
return new OpenAIAdapter({ openai });

Constructor Parameters

openaiOpenAI

An optional OpenAI instance to use. If not provided, a new instance will be created.

modelstring

The model to use.

disableParallelToolCallsboolean
Default: "false"

Whether to disable parallel tool calls. You can disable parallel tool calls to force the model to execute tool calls sequentially. This is useful if you want to execute tool calls in a specific order so that the state changes introduced by one tool call are visible to the next tool call. (i.e. new actions or readables)

keepSystemRoleboolean
Default: "false"

Whether to keep the role in system messages as "System". By default, it is converted to "developer", which is used by newer OpenAI models

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OpenAIAssistantAdapter

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Example
Example with Azure OpenAI
Constructor Parameters