← Email + OpenAI (ChatGPT) integrations

Summarize Text with OpenAI (ChatGPT) API on New Email from Email API

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Trigger workflow on
New Email from the Email 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 Email 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 Email trigger
    1. Connect your Email account
  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:Get a unique address where you can send emails to trigger your workflow.
Version:0.0.1
Key:email-new-email

Trigger Code

import email from "../../email.app.mjs";

export default {
  name: "New Email",
  version: "0.0.1",
  key: "email-new-email",
  description: "Get a unique address where you can send emails to trigger your workflow.",
  props: {
    email,
  },
  type: "source",
  methods: {},
  async run() {},
};

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
EmailemailappThis component uses the Email app.

Trigger Authentication

The Email API does not require authentication.

About Email

Trigger workflows on new emails, and send emails to yourself as part of a Pipedream workflow.

Action

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

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: "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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