The Stripe Agent Toolkit enables popular agent frameworks including LangChain and Vercel's AI SDK to integrate with Stripe APIs through function calling. It also provides tooling to quickly integrate metered billing for prompt and completion token usage.
You don't need this source code unless you want to modify the package. If you just want to use the package run:
npm install @stripe/agent-toolkit
- Node 18+
The library needs to be configured with your account's secret key which is available in your Stripe Dashboard. Additionally, configuration
enables you to specify the types of actions that can be taken using the toolkit.
import {StripeAgentToolkit} from '@stripe/agent-toolkit/langchain';
const stripeAgentToolkit = new StripeAgentToolkit({
secretKey: process.env.STRIPE_SECRET_KEY!,
configuration: {
actions: {
paymentLinks: {
create: true,
},
},
},
});
The toolkit works with LangChain and Vercel's AI SDK and can be passed as a list of tools. For example:
import {AgentExecutor, createStructuredChatAgent} from 'langchain/agents';
const tools = stripeAgentToolkit.getTools();
const agent = await createStructuredChatAgent({
llm,
tools,
prompt,
});
const agentExecutor = new AgentExecutor({
agent,
tools,
});
In some cases you will want to provide values that serve as defaults when making requests. Currently, the account
context value enables you to make API calls for your connected accounts.
const stripeAgentToolkit = new StripeAgentToolkit({
secretKey: process.env.STRIPE_SECRET_KEY!,
configuration: {
context: {
account: 'acct_123',
},
},
});
For Vercel's AI SDK, you can use middleware to submit billing events for usage. All that is required is the customer ID and the input/output meters to bill.
import {StripeAgentToolkit} from '@stripe/agent-toolkit/ai-sdk';
import {openai} from '@ai-sdk/openai';
import {
generateText,
experimental_wrapLanguageModel as wrapLanguageModel,
} from 'ai';
const stripeAgentToolkit = new StripeAgentToolkit({
secretKey: process.env.STRIPE_SECRET_KEY!,
configuration: {
actions: {
paymentLinks: {
create: true,
},
},
},
});
const model = wrapLanguageModel({
model: openai('gpt-4o'),
middleware: stripeAgentToolkit.middleware({
billing: {
customer: 'cus_123',
meters: {
input: 'input_tokens',
output: 'output_tokens',
},
},
}),
});
This works with both generateText
and generateStream
from the Vercel AI SDK.