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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "raw", | ||
"id": "10238e62-3465-4973-9279-606cbb7ccf16", | ||
"metadata": {}, | ||
"source": [ | ||
"---\n", | ||
"sidebar_label: Stripe\n", | ||
"---" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "a6f91f20", | ||
"metadata": {}, | ||
"source": [ | ||
"# StripeAgentToolkit\n", | ||
"\n", | ||
"This notebook provides a quick overview for getting started with Stripe's agent toolkit.\n", | ||
"\n", | ||
"You can read more about `StripeAgentToolkit` in [Stripe's launch blog](https://stripe.dev/blog/adding-payments-to-your-agentic-workflows) or on the project's [PyPi page](https://pypi.org/project/stripe-agent-toolkit/).\n", | ||
"\n", | ||
"## Overview\n", | ||
"\n", | ||
"### Integration details\n", | ||
"\n", | ||
"| Class | Package | Serializable | [JS Support](https://github.com/stripe/agent-toolkit?tab=readme-ov-file#typescript) | Package latest |\n", | ||
"| :--- | :--- | :---: | :---: | :---: |\n", | ||
"| StripeAgentToolkit | [stripe-agent-toolkit](https://pypi.org/project/stripe-agent-toolkit) | ❌ | ✅ | ![PyPI - Version](https://img.shields.io/pypi/v/stripe-agent-toolkit?style=flat-square&label=%20) |\n", | ||
"\n", | ||
"\n", | ||
"## Setup\n", | ||
"\n", | ||
"This externally-managed package is hosted out of the `stripe-agent-toolkit` project, which is managed by Stripe's team.\n", | ||
"\n", | ||
"You can install it, along with langgraph for the following examples, with `pip`:" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 1, | ||
"id": "f85b4089", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"\n", | ||
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n", | ||
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", | ||
"Note: you may need to restart the kernel to use updated packages.\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"%pip install --quiet -U langgraph stripe-agent-toolkit" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "b15e9266", | ||
"metadata": {}, | ||
"source": [ | ||
"### Credentials\n", | ||
"\n", | ||
"In addition to installing the package, you will need to configure the integration with your Stripe account's secret key, which is available in your [Stripe Dashboard](https://dashboard.stripe.com/account/apikeys)." | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "e0b178a2-8816-40ca-b57c-ccdd86dde9c9", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import getpass\n", | ||
"import os\n", | ||
"\n", | ||
"if not os.environ.get(\"STRIPE_SECRET_KEY\"):\n", | ||
" os.environ[\"STRIPE_SECRET_KEY\"] = getpass.getpass(\"STRIPE API key:\\n\")" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "bc5ab717-fd27-4c59-b912-bdd099541478", | ||
"metadata": {}, | ||
"source": [ | ||
"It's also helpful (but not needed) to set up [LangSmith](https://smith.langchain.com/) for best-in-class observability:" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 3, | ||
"id": "a6c2f136-6367-4f1f-825d-ae741e1bf281", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", | ||
"# os.environ[\"LANGCHAIN_API_KEY\"] = getpass.getpass()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "1c97218f-f366-479d-8bf7-fe9f2f6df73f", | ||
"metadata": {}, | ||
"source": [ | ||
"## Instantiation\n", | ||
"\n", | ||
"Here we show how to create an instance of the Stripe Toolkit" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "8b3ddfe9-ca79-494c-a7ab-1f56d9407a64", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from stripe_agent_toolkit.crewai.toolkit import StripeAgentToolkit\n", | ||
"\n", | ||
"stripe_agent_toolkit = StripeAgentToolkit(\n", | ||
" secret_key=os.getenv(\"STRIPE_SECRET_KEY\"),\n", | ||
" configuration={\n", | ||
" \"actions\": {\n", | ||
" \"payment_links\": {\n", | ||
" \"create\": True,\n", | ||
" },\n", | ||
" }\n", | ||
" },\n", | ||
")" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "4f53188e", | ||
"metadata": {}, | ||
"source": [ | ||
"## Agent\n", | ||
"\n", | ||
"Here's how to use the toolkit to create a basic agent in langgraph:" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "4975924e", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from langchain_anthropic import ChatAnthropic\n", | ||
"from langgraph.prebuilt import create_react_agent\n", | ||
"\n", | ||
"llm = ChatAnthropic(\n", | ||
" model=\"claude-3-5-sonnet-20240620\",\n", | ||
")\n", | ||
"\n", | ||
"langgraph_agent_executor = create_react_agent(llm, stripe_agent_toolkit.get_tools())\n", | ||
"\n", | ||
"input_state = {\n", | ||
" \"messages\": \"\"\"\n", | ||
" Create a payment link for a new product called 'test' with a price\n", | ||
" of $100. Come up with a funny description about buy bots,\n", | ||
" maybe a haiku.\n", | ||
" \"\"\",\n", | ||
"}\n", | ||
"\n", | ||
"output_state = langgraph_agent_executor.invoke(input_state)\n", | ||
"\n", | ||
"print(output_state[\"messages\"][-1].content)" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": ".venv", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.11.4" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} |