Providers

OpenAI Agents Provider

View as markdown

The OpenAI Agents Provider is a provider that formats the Composio tools into an object compatible with OpenAI's Agents API.

OpenAI Agents SDK is different from the OpenAI SDK. It helps build agentic AI apps in a lightweight, easy-to-use package with very few abstractions.

Setup

pip install composio openai-agents composio-openai-agents

Usage

import asyncio
from composio import Composio
from agents import Agent, Runner
from composio_openai_agents import OpenAIAgentsProvider

composio = Composio(api_key="your-api-key", provider=OpenAIAgentsProvider())

# Create a connected account for the user for the gmail toolkit and replace with your own user id
externalUserId = "your-user-id"

# Get Gmail tools that are pre-configured
tools = composio.tools.get(user_id=externalUserId, tools=["GMAIL_SEND_EMAIL"])

agent = Agent(
    name="Email Manager", instructions="You are a helpful assistant", tools=tools
)

# Run the agent
async def main():
    result = await Runner.run(
        starting_agent=agent,
        input="Send an email to soham.g@composio.dev with the subject 'Hello from composio ๐Ÿ‘‹๐Ÿป' and the body 'Congratulations on sending your first email using AI Agents and Composio!'",
    )
    print(result.final_output)

asyncio.run(main())

Setup

npm install @composio/core @openai/agents @composio/openai-agents

Usage

import { class Composio<TProvider extends BaseComposioProvider<unknown, unknown, unknown> = OpenAIProvider>
This is the core class for Composio. It is used to initialize the Composio SDK and provide a global configuration.
Composio
} from "@composio/core";
import { class Agent<TContext = unknown, TOutput extends AgentOutputType = "text">
The class representing an AI agent configured with instructions, tools, guardrails, handoffs and more. We strongly recommend passing `instructions`, which is the "system prompt" for the agent. In addition, you can pass `handoffDescription`, which is a human-readable description of the agent, used when the agent is used inside tools/handoffs. Agents are generic on the context type. The context is a (mutable) object you create. It is passed to tool functions, handoffs, guardrails, etc.
Agent
, function run<TAgent extends Agent<any, any>, TContext = undefined>(agent: TAgent, input: string | AgentInputItem[] | RunState<TContext, TAgent>, options?: NonStreamRunOptions<TContext>): Promise<RunResult<TContext, TAgent>> (+1 overload)
Executes an agent workflow with the shared default `Runner` instance.
@paramagent - The entry agent to invoke.@paraminput - A string utterance, structured input items, or a resumed `RunState`.@paramoptions - Controls streaming mode, context, session handling, and turn limits.@returnsA `RunResult` when `stream` is false, otherwise a `StreamedRunResult`.
run
} from "@openai/agents";
import { class OpenAIAgentsProviderOpenAIAgentsProvider } from "@composio/openai-agents"; // add OPENAI_API_KEY in your .env file const const composio: Composio<OpenAIAgentsProvider>composio = new new Composio<OpenAIAgentsProvider>(config?: ComposioConfig<OpenAIAgentsProvider> | undefined): Composio<OpenAIAgentsProvider>
Creates a new instance of the Composio SDK. The constructor initializes the SDK with the provided configuration options, sets up the API client, and initializes all core models (tools, toolkits, etc.).
@paramconfig - Configuration options for the Composio SDK@paramconfig.apiKey - The API key for authenticating with the Composio API@paramconfig.baseURL - The base URL for the Composio API (defaults to production URL)@paramconfig.allowTracking - Whether to allow anonymous usage analytics@paramconfig.provider - The provider to use for this Composio instance (defaults to OpenAIProvider)@example```typescript // Initialize with default configuration const composio = new Composio(); // Initialize with custom API key and base URL const composio = new Composio({ apiKey: 'your-api-key', baseURL: 'https://api.composio.dev' }); // Initialize with custom provider const composio = new Composio({ apiKey: 'your-api-key', provider: new CustomProvider() }); ```
Composio
({
apiKey?: string | null | undefined
The API key for the Composio API.
@example'sk-1234567890'
apiKey
: "your-api-key",
provider?: OpenAIAgentsProvider | undefined
The tool provider to use for this Composio instance.
@examplenew OpenAIProvider()
provider
: new
new OpenAIAgentsProvider(options?: {
    strict?: boolean;
}): OpenAIAgentsProvider
Creates a new instance of the OpenAIAgentsProvider. This provider enables integration with the
@openai/agents package, allowing Composio tools to be used with OpenAI Agents.@example```typescript // Initialize the OpenAIAgentsProvider const provider = new OpenAIAgentsProvider(); // Use with Composio const composio = new Composio({ apiKey: 'your-api-key', provider: new OpenAIAgentsProvider() }); // Use the provider to wrap tools for@openai/agents const agentTools = provider.wrapTools(composioTools, composio.tools.execute); ```
OpenAIAgentsProvider
(),
}); // Create a connected account for the user for the gmail toolkit and replace with your own user id const const externalUserId: "your-user-id"externalUserId = "your-user-id"; // Fetch tools for GMAIL toolkit on behalf of the user const const tools: OpenAIAgentsToolCollectiontools = await const composio: Composio<OpenAIAgentsProvider>composio.Composio<OpenAIAgentsProvider>.tools: Tools<unknown, unknown, OpenAIAgentsProvider>
List, retrieve, and execute tools
tools
.Tools<unknown, unknown, OpenAIAgentsProvider>.get<OpenAIAgentsProvider>(userId: string, filters: ToolListParams, options?: AgenticToolOptions | undefined): Promise<OpenAIAgentsToolCollection> (+1 overload)
Get a list of tools from Composio based on filters. This method fetches the tools from the Composio API and wraps them using the provider.
@paramuserId - The user id to get the tools for@paramfilters - The filters to apply when fetching tools@paramoptions - Optional provider options including modifiers@returnsThe wrapped tools collection@example```typescript // Get tools from the GitHub toolkit const tools = await composio.tools.get('default', { toolkits: ['github'], limit: 10 }); // Get tools with search const searchTools = await composio.tools.get('default', { search: 'user', limit: 10 }); // Get a specific tool by slug const hackerNewsUserTool = await composio.tools.get('default', 'HACKERNEWS_GET_USER'); // Get a tool with schema modifications const tool = await composio.tools.get('default', 'GITHUB_GET_REPOS', { modifySchema: (toolSlug, toolkitSlug, schema) => { // Customize the tool schema return {...schema, description: 'Custom description'}; } }); ```
get
(const externalUserId: "your-user-id"externalUserId, {
tools: string[]tools: ["GMAIL_SEND_EMAIL"], }); const const agent: Agent<unknown, "text">agent = new
new Agent<unknown, "text">(config: {
    name: string;
    instructions?: string | ((runContext: RunContext<unknown>, agent: Agent<unknown, "text">) => Promise<string> | string) | undefined;
    prompt?: Prompt | ((runContext: RunContext<unknown>, agent: Agent<unknown, "text">) => Promise<Prompt> | Prompt) | undefined;
    handoffDescription?: string | undefined;
    handoffs?: (Agent<any, any> | Handoff<any, "text">)[] | undefined;
    handoffOutputTypeWarningEnabled?: boolean | undefined;
    model?: string | Model | undefined;
    ... 7 more ...;
    resetToolChoice?: boolean | undefined;
}): Agent<...>
The class representing an AI agent configured with instructions, tools, guardrails, handoffs and more. We strongly recommend passing `instructions`, which is the "system prompt" for the agent. In addition, you can pass `handoffDescription`, which is a human-readable description of the agent, used when the agent is used inside tools/handoffs. Agents are generic on the context type. The context is a (mutable) object you create. It is passed to tool functions, handoffs, guardrails, etc.
Agent
({
name: stringname: "Email Manager", tools?: Tool<unknown>[] | undefined
A list of tools the agent can use.
tools
: const tools: OpenAIAgentsToolCollectiontools,
}); var console: Console
The `console` module provides a simple debugging console that is similar to the JavaScript console mechanism provided by web browsers. The module exports two specific components: * A `Console` class with methods such as `console.log()`, `console.error()` and `console.warn()` that can be used to write to any Node.js stream. * A global `console` instance configured to write to [`process.stdout`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstdout) and [`process.stderr`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstderr). The global `console` can be used without importing the `node:console` module. _**Warning**_: The global console object's methods are neither consistently synchronous like the browser APIs they resemble, nor are they consistently asynchronous like all other Node.js streams. See the [`note on process I/O`](https://nodejs.org/docs/latest-v24.x/api/process.html#a-note-on-process-io) for more information. Example using the global `console`: ```js console.log('hello world'); // Prints: hello world, to stdout console.log('hello %s', 'world'); // Prints: hello world, to stdout console.error(new Error('Whoops, something bad happened')); // Prints error message and stack trace to stderr: // Error: Whoops, something bad happened // at [eval]:5:15 // at Script.runInThisContext (node:vm:132:18) // at Object.runInThisContext (node:vm:309:38) // at node:internal/process/execution:77:19 // at [eval]-wrapper:6:22 // at evalScript (node:internal/process/execution:76:60) // at node:internal/main/eval_string:23:3 const name = 'Will Robinson'; console.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to stderr ``` Example using the `Console` class: ```js const out = getStreamSomehow(); const err = getStreamSomehow(); const myConsole = new console.Console(out, err); myConsole.log('hello world'); // Prints: hello world, to out myConsole.log('hello %s', 'world'); // Prints: hello world, to out myConsole.error(new Error('Whoops, something bad happened')); // Prints: [Error: Whoops, something bad happened], to err const name = 'Will Robinson'; myConsole.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to err ```
@see[source](https://github.com/nodejs/node/blob/v24.x/lib/console.js)
console
.Console.log(message?: any, ...optionalParams: any[]): void (+1 overload)
Prints to `stdout` with newline. Multiple arguments can be passed, with the first used as the primary message and all additional used as substitution values similar to [`printf(3)`](http://man7.org/linux/man-pages/man3/printf.3.html) (the arguments are all passed to [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args)). ```js const count = 5; console.log('count: %d', count); // Prints: count: 5, to stdout console.log('count:', count); // Prints: count: 5, to stdout ``` See [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args) for more information.
@sincev0.1.100
log
(`Running agent...`);
const const result: RunResult<undefined, Agent<unknown, "text">>result = await run<Agent<unknown, "text">, undefined>(agent: Agent<unknown, "text">, input: string | any[] | RunState<undefined, Agent<unknown, "text">>, options?: NonStreamRunOptions<undefined> | undefined): Promise<RunResult<undefined, Agent<unknown, "text">>> (+1 overload)
Executes an agent workflow with the shared default `Runner` instance.
@paramagent - The entry agent to invoke.@paraminput - A string utterance, structured input items, or a resumed `RunState`.@paramoptions - Controls streaming mode, context, session handling, and turn limits.@returnsA `RunResult` when `stream` is false, otherwise a `StreamedRunResult`.
run
(
const agent: Agent<unknown, "text">agent, "Send an email to soham.g@composio.dev with the subject 'Hello from composio' and the body 'Congratulations on sending your first email using AI Agents and Composio!'" ); var console: Console
The `console` module provides a simple debugging console that is similar to the JavaScript console mechanism provided by web browsers. The module exports two specific components: * A `Console` class with methods such as `console.log()`, `console.error()` and `console.warn()` that can be used to write to any Node.js stream. * A global `console` instance configured to write to [`process.stdout`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstdout) and [`process.stderr`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstderr). The global `console` can be used without importing the `node:console` module. _**Warning**_: The global console object's methods are neither consistently synchronous like the browser APIs they resemble, nor are they consistently asynchronous like all other Node.js streams. See the [`note on process I/O`](https://nodejs.org/docs/latest-v24.x/api/process.html#a-note-on-process-io) for more information. Example using the global `console`: ```js console.log('hello world'); // Prints: hello world, to stdout console.log('hello %s', 'world'); // Prints: hello world, to stdout console.error(new Error('Whoops, something bad happened')); // Prints error message and stack trace to stderr: // Error: Whoops, something bad happened // at [eval]:5:15 // at Script.runInThisContext (node:vm:132:18) // at Object.runInThisContext (node:vm:309:38) // at node:internal/process/execution:77:19 // at [eval]-wrapper:6:22 // at evalScript (node:internal/process/execution:76:60) // at node:internal/main/eval_string:23:3 const name = 'Will Robinson'; console.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to stderr ``` Example using the `Console` class: ```js const out = getStreamSomehow(); const err = getStreamSomehow(); const myConsole = new console.Console(out, err); myConsole.log('hello world'); // Prints: hello world, to out myConsole.log('hello %s', 'world'); // Prints: hello world, to out myConsole.error(new Error('Whoops, something bad happened')); // Prints: [Error: Whoops, something bad happened], to err const name = 'Will Robinson'; myConsole.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to err ```
@see[source](https://github.com/nodejs/node/blob/v24.x/lib/console.js)
console
.Console.log(message?: any, ...optionalParams: any[]): void (+1 overload)
Prints to `stdout` with newline. Multiple arguments can be passed, with the first used as the primary message and all additional used as substitution values similar to [`printf(3)`](http://man7.org/linux/man-pages/man3/printf.3.html) (the arguments are all passed to [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args)). ```js const count = 5; console.log('count: %d', count); // Prints: count: 5, to stdout console.log('count:', count); // Prints: count: 5, to stdout ``` See [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args) for more information.
@sincev0.1.100
log
(`Received response from agent`);
if (const result: RunResult<undefined, Agent<unknown, "text">>result.RunResultBase<undefined, Agent<unknown, "text">>.finalOutput: string | undefined
The final output of the agent. If the output type was set to anything other than `text`, this will be parsed either as JSON or using the Zod schema you provided.
finalOutput
) {
var console: Console
The `console` module provides a simple debugging console that is similar to the JavaScript console mechanism provided by web browsers. The module exports two specific components: * A `Console` class with methods such as `console.log()`, `console.error()` and `console.warn()` that can be used to write to any Node.js stream. * A global `console` instance configured to write to [`process.stdout`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstdout) and [`process.stderr`](https://nodejs.org/docs/latest-v24.x/api/process.html#processstderr). The global `console` can be used without importing the `node:console` module. _**Warning**_: The global console object's methods are neither consistently synchronous like the browser APIs they resemble, nor are they consistently asynchronous like all other Node.js streams. See the [`note on process I/O`](https://nodejs.org/docs/latest-v24.x/api/process.html#a-note-on-process-io) for more information. Example using the global `console`: ```js console.log('hello world'); // Prints: hello world, to stdout console.log('hello %s', 'world'); // Prints: hello world, to stdout console.error(new Error('Whoops, something bad happened')); // Prints error message and stack trace to stderr: // Error: Whoops, something bad happened // at [eval]:5:15 // at Script.runInThisContext (node:vm:132:18) // at Object.runInThisContext (node:vm:309:38) // at node:internal/process/execution:77:19 // at [eval]-wrapper:6:22 // at evalScript (node:internal/process/execution:76:60) // at node:internal/main/eval_string:23:3 const name = 'Will Robinson'; console.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to stderr ``` Example using the `Console` class: ```js const out = getStreamSomehow(); const err = getStreamSomehow(); const myConsole = new console.Console(out, err); myConsole.log('hello world'); // Prints: hello world, to out myConsole.log('hello %s', 'world'); // Prints: hello world, to out myConsole.error(new Error('Whoops, something bad happened')); // Prints: [Error: Whoops, something bad happened], to err const name = 'Will Robinson'; myConsole.warn(`Danger ${name}! Danger!`); // Prints: Danger Will Robinson! Danger!, to err ```
@see[source](https://github.com/nodejs/node/blob/v24.x/lib/console.js)
console
.Console.log(message?: any, ...optionalParams: any[]): void (+1 overload)
Prints to `stdout` with newline. Multiple arguments can be passed, with the first used as the primary message and all additional used as substitution values similar to [`printf(3)`](http://man7.org/linux/man-pages/man3/printf.3.html) (the arguments are all passed to [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args)). ```js const count = 5; console.log('count: %d', count); // Prints: count: 5, to stdout console.log('count:', count); // Prints: count: 5, to stdout ``` See [`util.format()`](https://nodejs.org/docs/latest-v24.x/api/util.html#utilformatformat-args) for more information.
@sincev0.1.100
log
(var JSON: JSON
An intrinsic object that provides functions to convert JavaScript values to and from the JavaScript Object Notation (JSON) format.
JSON
.JSON.stringify(value: any, replacer?: (number | string)[] | null, space?: string | number): string (+1 overload)
Converts a JavaScript value to a JavaScript Object Notation (JSON) string.
@paramvalue A JavaScript value, usually an object or array, to be converted.@paramreplacer An array of strings and numbers that acts as an approved list for selecting the object properties that will be stringified.@paramspace Adds indentation, white space, and line break characters to the return-value JSON text to make it easier to read.@throws{TypeError} If a circular reference or a BigInt value is found.
stringify
(const result: RunResult<undefined, Agent<unknown, "text">>result.RunResultBase<undefined, Agent<unknown, "text">>.finalOutput: string
The final output of the agent. If the output type was set to anything other than `text`, this will be parsed either as JSON or using the Zod schema you provided.
finalOutput
, null, 2));
}