Summarize Text with OpenAI (ChatGPT) API on New App Charges from Shopify Partner API

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New App Charges from the Shopify Partner API

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Summarize Text with the OpenAI (ChatGPT) API

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Getting Started#

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

Select this integration
Configure the New App Charges trigger
1. Connect your Shopify Partner account
2. Configure timer
3. Optional- Configure createdAtMin
4. Optional- Configure createdAtMin
Configure the Summarize Text action
1. Connect your OpenAI (ChatGPT) account
2. Select a Model
3. Optional- Configure Max Tokens
4. Optional- Configure Temperature
5. Optional- Configure Top P
6. Optional- Configure N
7. Optional- Configure Stop
8. Optional- Configure Presence Penalty
9. Optional- Configure Frequency Penalty
10. Optional- Configure User
11. Configure Text
12. Optional- Select a Summary Length
Deploy the workflow
Send a test event to validate your setup
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#

New App Charges on Shopify Partner

Description:Emit new events when new app charges made to your partner account.

Version:0.0.18

Key:shopify_partner-new-app-charges

View on GitHub

Shopify Partner Overview#

The Shopify Partner API lets you tap into a comprehensive suite of features to manage and analyze multiple Shopify stores. You can automate tasks like creating development stores, adding collaborators, tracking payouts, and more. This API serves as a powerful tool for developers, agencies, and freelancers who manage multiple Shopify shops for their clients. Through Pipedream, you can effortlessly integrate Shopify Partner API with other services to create tailored, efficient workflows that save time and enhance productivity.

Trigger Code#

import common from "../../common/common.mjs";
import getAppTransactions from "../../common/queries/getAppTransactions.mjs";

export default {
  key: "shopify_partner-new-app-charges",
  name: "New App Charges",
  type: "source",
  version: "0.0.18",
  description:
    "Emit new events when new app charges made to your partner account.",
  ...common,
  props: {
    ...common.props,
    createdAtMin: {
      type: "string",
      description:
        "Only include transactions after this specific time (ISO timestamp)",
      label: "createdAtMin",
      optional: true,
    },
    createdAtMax: {
      type: "string",
      description:
        "Only include transactions up to this specific time (ISO timestamp)",
      label: "createdAtMin",
      optional: true,
    },
  },
  async run() {
    const {
      createdAtMin, createdAtMax, db,
    } = this;

    const variables = {};
    if (createdAtMin) {
      variables.createdAtMin = createdAtMin.trim();
    }
    if (createdAtMax) {
      variables.createdAtMax = createdAtMax.trim();
    }

    await this.shopify.query({
      db,
      key: "shopify_partner-transactions",
      query: getAppTransactions,
      variables,
      hasNextPagePath: "transactions.pageInfo.hasNextPage",
      getCursor: () => {
        return null;
      },
      handleEmit: (data) => {
        console.log(
          data.transactions.edges.map(({ node: { ...txn } }) => txn.id),
        );

        data.transactions.edges.map(({ node: { ...txn } }) => {
          this.$emit(txn, {
            id: txn.id,
            summary: `Transaction ${txn.id} earned ${txn.netAmount.amount} ${txn.netAmount.currencyCode}`,
          });
        });
      },
    });
  },
};

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.

Label	Prop	Type	Description
Shopify Partner	`shopify`	`app`	This component uses the Shopify Partner app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
timer	`timer`	`$.interface.timer`	API Polling Frequency
createdAtMin	`createdAtMin`	`string`	Only include transactions after this specific time (ISO timestamp)
createdAtMin	`createdAtMax`	`string`	Only include transactions up to this specific time (ISO timestamp)

Trigger Authentication#

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

Create an API Key

In order to authorize Pipedream to access your Shopify Partner Account, you will need to generate a new API key for Pipedream to use on your behalf.

First, create an API client in your Shopify Partner account.

Make sure to include these scopes:

View financials
Manage apps

You will use this API key to authenticate your Pipedream workflows with Shopify Partners.

Open API key management in the Shopify Partner Portal

Create a new API key

Create API key

Enter in "Pipedream" as the name and select the appropriate scopes, then click "Save" to finish

Enter in Pipedream API key options

Find your Organization ID

After you log into the Shopify Partner portal, look at the URL for your organization ID

Find your Shopify Partner Organization ID

Find your App ID

After opening your app in the partner portal, look in the URL to find it's ID:

Find your Shopify App ID

About Shopify Partner#

Shopify Partner API connection. Listen to events like installs, uninstalls, charges & transactions.

Action#

Summarize Text on OpenAI (ChatGPT)

Description:Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)

Version:0.1.2

Key:openai-summarize

View on GitHub

OpenAI (ChatGPT) Overview#

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Action Code#

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

export default {
  ...common,
  name: "Summarize Text",
  version: "0.1.2",
  key: "openai-summarize",
  description: "Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)",
  type: "action",
  props: {
    ...common.props,
    text: {
      label: "Text",
      description: "The text to summarize",
      type: "string",
    },
    length: {
      label: "Summary Length",
      description: "The length of the summary",
      type: "string",
      optional: true,
      options: constants.SUMMARIZE_LENGTH,
    },
  },
  methods: {
    ...common.methods,
    systemInstructions() {
      return "Your goal is to summarize the text the user provides. Please follow the length guidelines presented in the prompt.";
    },
    maxLength() {
      return this.length
        ? ` in one ${this.length}`
        : "";
    },
    userMessage() {
      return `Summarize the following text${this.maxLength()}: ${this.text}`;
    },
    formatOutput({
      messages, response,
    }) {
      if (!messages || !response) {
        throw new Error("Invalid API output, please reach out to https://pipedream.com/support");
      }
      const output = {
        messages,
      };
      if (this.n > 1) {
        output.summaries = response.choices?.map(({ message }) => message.content);
      } else {
        output.summary = response.choices?.[0]?.message?.content;
      }
      return output;
    },
  },
};

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.

Label	Prop	Type	Description
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
Model	`modelId`	`string`	Select a value from the drop down menu.
Max Tokens	`maxTokens`	`integer`	The maximum number of tokens to generate in the completion.
Temperature	`temperature`	`string`	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 P	`topP`	`string`	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.
N	`n`	`integer`	How many completions to generate for each prompt
Stop	`stop`	`string[]`	Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.
Presence Penalty	`presencePenalty`	`string`	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 Penalty	`frequencyPenalty`	`string`	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.
User	`user`	`string`	A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.
Text	`text`	`string`	The text to summarize
Summary Length	`length`	`string`	Select a value from the drop down menu:`wordsentenceparagraphpage`