← Stripe + OpenAI (ChatGPT) integrations

Classify Items into Categories with OpenAI (ChatGPT) API on New Custom Webhook Events from Stripe API

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New Custom Webhook Events from the Stripe API
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Classify Items into Categories with the OpenAI (ChatGPT) API
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Getting Started

This integration creates a workflow with a Stripe trigger and OpenAI (ChatGPT) action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Select this integration
  2. Configure the New Custom Webhook Events trigger
    1. Connect your Stripe account
    2. Select one or more Events
  3. Configure the Classify Items into Categories action
    1. Connect your OpenAI (ChatGPT) account
    2. Optional- Configure Max Tokens
    3. Optional- Configure Temperature
    4. Optional- Configure Top P
    5. Optional- Configure N
    6. Optional- Configure Stop
    7. Optional- Configure Presence Penalty
    8. Optional- Configure Frequency Penalty
    9. Optional- Configure User
    10. Configure Items
    11. Configure Categories
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. Turn on the trigger

Details

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger

Description:Emit new event on each webhook event
Version:0.0.7
Key:stripe-custom-webhook-events

Stripe Overview

With Stripe, you can easily accept payments online. Stripe provides a simple
and powerful way to accept payments over the internet. With Stripe, you can
easily

  • Accept payments from major credit and debit cards
  • Process payments in over 130 currencies
  • Set up recurring billing
  • Accept Apple Pay, Google Pay, and other alternative payment methods
  • And much more!

Trigger Code

import constants from "../common/constants.mjs";
import sampleEmit from "./test-event.mjs";
import common from "../common/webhook-base.mjs";

export default {
  ...common,
  key: "stripe-custom-webhook-events",
  name: "New Custom Webhook Events",
  type: "source",
  version: "0.0.7",
  description: "Emit new event on each webhook event",
  props: {
    ...common.props,
    enabledEvents: {
      type: "string[]",
      label: "Events",
      description: "Events to listen for. Select `*` for all events",
      options: constants.WEBHOOK_EVENTS,
      default: [
        "*",
      ],
    },
  },
  methods: {
    ...common.methods,
    getEvents() {
      return this.enabledEvents;
    },
  },
  sampleEmit,
};

Trigger Configuration

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.
LabelPropTypeDescription
StripestripeappThis component uses the Stripe app.
N/Ahttp$.interface.httpThis component uses $.interface.http to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the run() method of the component.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
EventsenabledEventsstring[]Select a value from the drop down menu:*account.application.authorizedaccount.application.deauthorizedaccount.external_account.createdaccount.external_account.deletedaccount.external_account.updatedaccount.updatedapplication_fee.createdapplication_fee.refund.updatedapplication_fee.refundedbalance.availablecapability.updatedcharge.capturedcharge.dispute.closedcharge.dispute.createdcharge.dispute.funds_reinstatedcharge.dispute.funds_withdrawncharge.dispute.updatedcharge.expiredcharge.failedcharge.pendingcharge.refund.updatedcharge.refundedcharge.succeededcharge.updatedcheckout.session.async_payment_failedcheckout.session.async_payment_succeededcheckout.session.completedcoupon.createdcoupon.deletedcoupon.updatedcredit_note.createdcredit_note.updatedcredit_note.voidedcustomer.createdcustomer.deletedcustomer.discount.createdcustomer.discount.deletedcustomer.discount.updatedcustomer.source.createdcustomer.source.deletedcustomer.source.expiringcustomer.source.updatedcustomer.subscription.createdcustomer.subscription.deletedcustomer.subscription.pending_update_appliedcustomer.subscription.pending_update_expiredcustomer.subscription.trial_will_endcustomer.subscription.updatedcustomer.tax_id.createdcustomer.tax_id.deletedcustomer.tax_id.updatedcustomer.updatedfile.createdinvoice.createdinvoice.deletedinvoice.finalizedinvoice.marked_uncollectibleinvoice.paidinvoice.payment_action_requiredinvoice.payment_failedinvoice.payment_succeededinvoice.sentinvoice.upcominginvoice.updatedinvoice.voidedinvoiceitem.createdinvoiceitem.deletedinvoiceitem.updatedissuing_authorization.createdissuing_authorization.requestissuing_authorization.updatedissuing_card.createdissuing_card.updatedissuing_cardholder.createdissuing_cardholder.updatedissuing_dispute.createdissuing_dispute.funds_reinstatedissuing_dispute.updatedissuing_transaction.createdissuing_transaction.updatedmandate.updatedorder.createdorder.payment_failedorder.payment_succeededorder.updatedorder_return.createdpayment_intent.amount_capturable_updatedpayment_intent.canceledpayment_intent.createdpayment_intent.payment_failedpayment_intent.processingpayment_intent.succeededpayment_method.attachedpayment_method.card_automatically_updatedpayment_method.detachedpayment_method.updatedpayout.canceledpayout.createdpayout.failedpayout.paidpayout.updatedperson.createdperson.deletedperson.updatedplan.createdplan.deletedplan.updatedprice.createdprice.deletedprice.updatedproduct.createdproduct.deletedproduct.updatedradar.early_fraud_warning.createdradar.early_fraud_warning.updatedrecipient.createdrecipient.deletedrecipient.updatedreporting.report_run.failedreporting.report_run.succeededreporting.report_type.updatedreview.closedreview.openedsetup_intent.canceledsetup_intent.createdsetup_intent.setup_failedsetup_intent.succeededsigma.scheduled_query_run.createdsku.createdsku.deletedsku.updatedsource.canceledsource.chargeablesource.failedsource.mandate_notificationsource.refund_attributes_requiredsource.transaction.createdsource.transaction.updatedsubscription_schedule.abortedsubscription_schedule.canceledsubscription_schedule.completedsubscription_schedule.createdsubscription_schedule.expiringsubscription_schedule.releasedsubscription_schedule.updatedtax_rate.createdtax_rate.updatedtopup.canceledtopup.createdtopup.failedtopup.reversedtopup.succeededtransfer.createdtransfer.failedtransfer.paidtransfer.reversedtransfer.updated

Trigger Authentication

Stripe uses API keys for authentication. When you connect your Stripe account, Pipedream securely stores the keys so you can easily authenticate to Stripe APIs in both code and no-code steps.

Stripe uses API keys to authenticate requests (more info in their docs here).

To connect Pipedream to your Stripe account,

  1. Create a Stripe API key
  2. Make sure to create either a Secret or Restricted key
  3. Enter the API key below

To help ensure proper security, we recommend you create a Restricted key, and only allow access to operations you need require in Pipedream.

About Stripe

Payment Platform

Action

Description:Classify items into specific categories using the Chat API
Version:0.0.8
Key:openai-classify-items-into-categories

OpenAI (ChatGPT) Overview

The OpenAI API is a powerful tool that provides access to a range of
high-powered machine learning models. With the OpenAI API, developers can
create products, services, and tools that enable humanizing AI experiences, and
build applications that extend the power of human language.

Using the OpenAI API, developers can create language-driven applications such
as:

  • Natural language understanding and sentiment analysis
  • Text-based search
  • Question answering
  • Dialogue systems and conversation agents
  • Intelligent text completion
  • Text summarization
  • Text classification
  • Machine translation
  • Language generation
  • Multi-factor authentication
  • Anomaly detection
  • Text analysis

Action Code

import common from "../common/common-helper.mjs";

export default {
  ...common,
  name: "Classify Items into Categories",
  version: "0.0.8",
  key: "openai-classify-items-into-categories",
  description: "Classify items into specific categories using the Chat API",
  type: "action",
  props: {
    ...common.props,
    items: {
      label: "Items",
      description: "Items to categorize",
      type: "string[]",
    },
    categories: {
      label: "Categories",
      description: "Categories to classify items into",
      type: "string[]",
    },
  },
  methods: {
    ...common.methods,
    systemInstructions() {
      return "Your goal is to categorize items into specific categories and produce ONLY JSON. The user will provide both the items and categories. Please only categorize items into the specific categories, and no others, and output ONLY JSON.";
    },
    outputFormat() {
      return "Please only categorize items into the specific categories, and no others. Output a valid JSON string — an array of objects, where each object has the following properties: item, category. Do not return any English text other than the JSON, either before or after the JSON. I need to parse the response as JSON, and parsing will fail if you return any English before or after the JSON";
    },
    userMessage() {
      return `Categorize each of the following items:\n\n${this.items.join("\n")}\n\ninto one of the following categories:\n\n${this.categories.join("\n")}\n\n${this.outputFormat()}}`;
    },
    summary() {
      return `Categorized ${this.items.length} items into ${this.categories.length} categories`;
    },
    formatOutput({
      messages, response,
    }) {
      if (!messages || !response) {
        throw new Error("Invalid API output, please reach out to https://pipedream.com/support");
      }
      const assistantResponse = response.choices?.[0]?.message?.content;
      let categorizations = assistantResponse;
      try {
        categorizations = JSON.parse(assistantResponse);
      } catch (err) {
        console.log("Failed to parse output, assistant returned malformed JSON");
      }
      return {
        categorizations,
        messages,
      };
    },
  },
};

Action Configuration

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

LabelPropTypeDescription
OpenAI (ChatGPT)openaiappThis component uses the OpenAI (ChatGPT) app.
Max TokensmaxTokensinteger

The maximum number of tokens to generate in the completion.

Temperaturetemperaturestring

Optional. What sampling temperature to use. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 (argmax sampling) for ones with a well-defined answer.

Top PtopPstring

An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or temperature but not both.

Nninteger

How many completions to generate for each prompt

Stopstopstring[]

Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.

Presence PenaltypresencePenaltystring

Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics.

Frequency PenaltyfrequencyPenaltystring

Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.

Useruserstring

A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.

Itemsitemsstring[]

Items to categorize

Categoriescategoriesstring[]

Categories to classify items into

Action Authentication

OpenAI (ChatGPT) uses API keys for authentication. When you connect your OpenAI (ChatGPT) account, Pipedream securely stores the keys so you can easily authenticate to OpenAI (ChatGPT) APIs in both code and no-code steps.

About OpenAI (ChatGPT)

OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular apps like ChatGPT and DALL·E 2.

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