← Gmail (Developer App) + OpenAI (ChatGPT) integrations

Summarize Text with OpenAI (ChatGPT) API on New Attachment Received from Gmail (Developer App) API

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New Attachment Received from the Gmail (Developer App) API
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Summarize Text with the OpenAI (ChatGPT) API
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Developers Pipedream

Getting Started

This integration creates a workflow with a Gmail (Developer App) 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 Attachment Received trigger
    1. Connect your Gmail (Developer App) account
    2. Configure timer
    3. Optional- Configure Search Query
    4. Optional- Select one or more Labels
  3. Configure the Summarize Text 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 Text
    11. Optional- Select a Summary Length
  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 for each attachment in a message received. This source is capped at 100 max new messages per run.
Version:0.0.7
Key:gmail_custom_oauth-new-attachment-received

Gmail (Developer App) Overview

With the Gmail (Developer App) API on Pipedream, you can automate a variety of email-related tasks, directly manipulating your Gmail account to streamline workflows. From sending emails programmatically to parsing new inbound messages for data extraction, the API allows for deep interaction with your Gmail inbox. Use cases include automating follow-ups, organizing your inbox with filters and labels, and synchronizing important email events with other services to act upon new information instantly.

Trigger Code

import common from "../common/polling.mjs";

export default {
  ...common,
  key: "gmail_custom_oauth-new-attachment-received",
  name: "New Attachment Received",
  description: "Emit new event for each attachment in a message received. This source is capped at 100 max new messages per run.",
  version: "0.0.7",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    generateMeta(attachment, message) {
      return {
        id: attachment.body.attachmentId,
        summary: `New attachment: ${attachment.filename}`,
        ts: message.internalDate,
      };
    },
    emitEvents(messages) {
      for (const message of messages) {
        const attachments = message.payload.parts.filter((part) => part.body.attachmentId);
        const numAttachments = attachments.length;
        if (!numAttachments) continue;
        const suffix = numAttachments === 1
          ? ""
          : "s";
        console.log(`Emitting event${suffix} for ${numAttachments} attachment${suffix} found for message`);
        for (const attachment of attachments) {
          const meta = this.generateMeta(attachment, message);
          this.$emit({
            message,
            attachment,
          }, meta);
        }
      }
    },
    filterMessagesWithAttachments(messages) {
      return messages.filter(
        (message) => message.payload.parts?.filter((part) => part.body?.attachmentId).length,
      );
    },
    async processMessageIds(messageIds) {
      const messages = this.filterMessagesWithAttachments(
        await this.gmail.getMessages(messageIds),
      );
      this.emitEvents(messages);
    },
  },
};

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
Gmail (Developer App)gmailappThis component uses the Gmail (Developer App) app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer
Search Queryqstring

Apply a search filter using Gmail's standard search operators

Labelslabelsstring[]Select a value from the drop down menu.

Trigger Authentication

Gmail (Developer App) uses OAuth authentication. When you connect your Gmail (Developer App) account, Pipedream will open a popup window where you can sign into Gmail (Developer App) and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Gmail (Developer App) API.

Pipedream requests the following authorization scopes when you connect your account:

do not use

About Gmail (Developer App)

Private and secure email by Google at no cost, for business and consumer accounts. Use this app to connect your own developer account credentials.

Action

Description:Summarizes text using the Chat API
Version:0.0.10
Key:openai-summarize

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";

export default {
  ...common,
  name: "Summarize Text",
  version: "0.0.10",
  key: "openai-summarize",
  description: "Summarizes text using the Chat API",
  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: [
        "word",
        "sentence",
        "paragraph",
        "page",
      ],
    },
  },
  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");
      }
      return {
        summary: response.choices?.[0]?.message?.content,
        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.

Texttextstring

The text to summarize

Summary LengthlengthstringSelect a value from the drop down menu:wordsentenceparagraphpage

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 models like ChatGPT, DALL-E, and Whisper.

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