← Twilio + OpenAI (ChatGPT) integrations

Create Image (Dall-E) with OpenAI (ChatGPT) API on New Transcription from Twilio API

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Trigger workflow on
New Transcription from the Twilio API
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Create Image (Dall-E) with the OpenAI (ChatGPT) API
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Getting Started

This integration creates a workflow with a Twilio 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 Transcription trigger
    1. Connect your Twilio account
    2. Configure Polling schedule
  3. Configure the Create Image (Dall-E) action
    1. Connect your OpenAI (ChatGPT) account
    2. Select a Model
    3. Configure Prompt
    4. Optional- Configure N
    5. Optional- Select a Quality
    6. Optional- Select a Style
    7. Optional- Select a Response Format
    8. Optional- Select a Size
  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 when a new call transcription is created
Version:0.1.4
Key:twilio-new-transcription

Twilio Overview

With the Twilio API, you can build telephone applications that make and receive
phone calls, as well astext messaging applications that send and receive text
messages.

Some examples of applications you could build include:

  • A phone call application that allows you to make and receive phone calls over
    the internet
  • A text messaging application that allows you to send and receive text
    messages over the internet
  • A voicemail application that allows you to leave and receive voicemails over
    the internet

Trigger Code

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

export default {
  ...common,
  key: "twilio-new-transcription",
  name: "New Transcription",
  description: "Emit new event when a new call transcription is created",
  version: "0.1.4",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    async listResults(...args) {
      return await this.twilio.listTranscriptions(...args);
    },
    generateMeta(transcription) {
      const {
        sid: id,
        dateCreated,
      } = transcription;
      return {
        id,
        summary: `New transcription ${id}`,
        ts: Date.parse(dateCreated),
      };
    },
  },
};

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
TwiliotwilioappThis component uses the Twilio app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
Polling scheduletimer$.interface.timer

Pipedream polls Twilio for events on this schedule.

Trigger Authentication

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

To connect your Twilio account to Pipedream,

API Key and API Key SID

First, create an API key in Twilio.

  • There are three types of keys: Main, Standard, and Restricted. You'll need a Main key to interact with certain API endpoints, like /Accounts.
  • If you don't need to interact with those endpoints, you can use a Standard or Restricted key.

After creating your key, you'll see fields for Sid and Secret. Enter those in the fields below.

Account SID and Auth Token

Visit your Twilio Dashboard. You'll see your Account SID and Auth Token under Account info.

About Twilio

Twilio is a cloud communications platform for building SMS, Voice & Messaging applications on an API built for global scale.

Action

Description:Creates an image given a prompt returning a URL to the image. [See docs here](https://platform.openai.com/docs/api-reference/images)
Version:0.1.13
Key:openai-create-image

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 openai from "../../openai.app.mjs";

export default {
  name: "Create Image (Dall-E)",
  version: "0.1.13",
  key: "openai-create-image",
  description: "Creates an image given a prompt returning a URL to the image. [See docs here](https://platform.openai.com/docs/api-reference/images)",
  type: "action",
  props: {
    openai,
    model: {
      label: "Model",
      description: "Choose the DALL·E models to generate image(s) with.",
      type: "string",
      options: [
        {
          label: "dall-e-2",
          value: "dall-e-2",
        },
        {
          label: "dall-e-3",
          value: "dall-e-3",
        },
      ],
      default: "dall-e-3",
    },
    prompt: {
      label: "Prompt",
      description: "A text description of the desired image(s). The maximum length is 1000 characters.",
      type: "string",
    },
    n: {
      label: "N",
      description: "The number of images to generate. Must be between 1 and 10.",
      type: "integer",
      optional: true,
      default: 1,
    },
    quality: {
      label: "Quality",
      description: "The quality of the image",
      type: "string",
      optional: true,
      options: [
        {
          label: "Standard",
          value: "standard",
        },
        {
          label: "HD",
          value: "hd",
        },
      ],
      default: "standard",
    },
    style: {
      label: "Style",
      description: "The style of the image",
      type: "string",
      optional: true,
      options: [
        {
          label: "Natural",
          value: "natural",
        },
        {
          label: "Vivid",
          value: "vivid",
        },
      ],
      default: "natural",
    },
    responseFormat: {
      label: "Response Format",
      description: "The format in which the generated images are returned.",
      type: "string",
      optional: true,
      options: [
        {
          label: "URL",
          value: "url",
        },
        {
          label: "Base64 JSON",
          value: "b64_json",
        },
      ],
      default: "url",
    },
    size: {
      label: "Size",
      description: "The size of the generated images.",
      type: "string",
      optional: true,
      options: [
        {
          label: "256x256",
          value: "256x256",
        },
        {
          label: "512x512",
          value: "512x512",
        },
        {
          label: "1024x1024",
          value: "1024x1024",
        },
        {
          label: "1792x1024",
          value: "1792x1024",
        },
        {
          label: "1024x1792",
          value: "1024x1792",
        },
      ],
      default: "1024x1024",
    },
  },
  async run({ $ }) {
    const response = await this.openai.createImage({
      $,
      args: {
        prompt: this.prompt,
        n: this.n,
        size: this.size,
        response_format: this.responseFormat,
        model: this.model,
        quality: this.quality,
        style: this.style,
      },
    });

    if (response.data.length) {
      $.export("$summary", `Successfully created ${response.data.length} images`);
    }

    return response;
  },
};

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.
ModelmodelstringSelect a value from the drop down menu:{ "label": "dall-e-2", "value": "dall-e-2" }{ "label": "dall-e-3", "value": "dall-e-3" }
Promptpromptstring

A text description of the desired image(s). The maximum length is 1000 characters.

Nninteger

The number of images to generate. Must be between 1 and 10.

QualityqualitystringSelect a value from the drop down menu:{ "label": "Standard", "value": "standard" }{ "label": "HD", "value": "hd" }
StylestylestringSelect a value from the drop down menu:{ "label": "Natural", "value": "natural" }{ "label": "Vivid", "value": "vivid" }
Response FormatresponseFormatstringSelect a value from the drop down menu:{ "label": "URL", "value": "url" }{ "label": "Base64 JSON", "value": "b64_json" }
SizesizestringSelect a value from the drop down menu:{ "label": "256x256", "value": "256x256" }{ "label": "512x512", "value": "512x512" }{ "label": "1024x1024", "value": "1024x1024" }{ "label": "1792x1024", "value": "1792x1024" }{ "label": "1024x1792", "value": "1024x1792" }

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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