Summarize Text with OpenAI (ChatGPT) API on New Issue Event from Sifter API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Sifter and 2,400+ other apps remarkably fast.

Trigger workflow on

New Issue Event from the Sifter API

Next, do this

Summarize Text with the OpenAI (ChatGPT) API

No credit card required

▶

Watch us build a workflow

8 min

Watch now ➜

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

Getting Started#

This integration creates a workflow with a Sifter 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 Issue Event trigger
1. Connect your Sifter account
2. Configure timer
3. Select a Project Id
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 Issue Event on Sifter

Description:Emit new events when a new issue is created. [See the docs here](https://sifterapp.com/developer/documentation/issues/#listing)

Version:0.0.1

Key:sifter-new-issue

View on GitHub

Sifter Overview#

The Sifter API enables developers to craft workflows for tracking and managing customer interactions and support inquiries efficiently. By leveraging the Sifter API on Pipedream, users can automate issue tracking, streamline customer communication, and ensure quick resolution of support tickets. With Pipedream's ability to connect to hundreds of apps, you can create multi-step workflows that trigger actions in other tools, leading to increased productivity and a better support experience.

Trigger Code#

import app from "../../sifter.app.mjs";
import common from "../common.mjs";

export default {
  key: "sifter-new-issue",
  name: "New Issue Event",
  description: "Emit new events when a new issue is created. [See the docs here](https://sifterapp.com/developer/documentation/issues/#listing)",
  version: "0.0.1",
  type: "source",
  ...common,
  props: {
    app,
    ...common.props,
    projectId: {
      propDefinition: [
        app,
        "projectId",
      ],
    },
  },
  methods: {
    ...common.methods,
    getResourceFn() {
      return this.app.getIssues;
    },
    getResourceFnArgs() {
      return {
        projectId: this.projectId,
      };
    },
    getSummary(item) {
      return `New issue is created with number(${item.number}) and subject(${item.subject})`;
    },
    getResourceKey() {
      return "issues";
    },
    compareFn(item) {
      return new Date(item.created_at).getTime() > this.getLastFetchTime();
    },
    getDateKey() {
      return "created_at";
    },
  },
};

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
Sifter	`app`	`app`	This component uses the Sifter app.
	`timer`	`$.interface.timer`
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
Project Id	`projectId`	`string`	Select a value from the drop down menu.

Trigger Authentication#

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

To get your Access Key, first sign into your account, then:

Click the “My Profile” link along the top of the page
Click the "Account" tab
Click the “API and Access Keys” link in the right sidebar of the page
Fill in the “Create New Access Key” form at the bottom of the page and click “Create Access Key”

Account Subdomain is the subdomain that you have created during the registration process.

If you have already logged in, to get your Account Subdomain:
Click the "Projects & Issues" link along the top of the page
Click on any project.
Click gear icon next to the project name.
On the right menu find "Integrations" and click on it.
Find your Account Subdomain on Github section.

About Sifter#

Simple and streamlined. Sifter makes issue tracking convenient for even your least technical team members so that everyone can get involved and help find and resolve issues sooner.

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`

Summarize Text with OpenAI (ChatGPT) API on New Issue Event from Sifter API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Sifter and 2,400+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

1-24of2,400+apps by most popular

1
-
24
of
2,400+
apps by most popular