Create Embeddings with OpenAI (ChatGPT) API on New Comment Created from MeisterTask API

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Trigger workflow on

New Comment Created from the MeisterTask API

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Create Embeddings with the OpenAI (ChatGPT) API

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Getting Started#

This integration creates a workflow with a MeisterTask 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 Comment Created trigger
1. Connect your MeisterTask account
2. Configure timer
3. Optional- Select a Project
4. Optional- Select a Section
5. Select a Task
Configure the Create Embeddings action
1. Connect your OpenAI (ChatGPT) account
2. Select a Model
3. Configure Input
4. Optional- Configure User
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 Comment Created on MeisterTask

Description:Emit new event when a new comment is created. [See the docs](https://developers.meistertask.com/reference/get-task-comments)

Version:0.0.1

Key:meistertask-new-comment-created

View on GitHub

MeisterTask Overview#

MeisterTask's API enables automation of task management processes, offering a programmatic way to interact with your tasks and projects. By leveraging the API with Pipedream, you can create powerful, serverless workflows that react to events in MeisterTask, manipulate tasks and projects, or synchronize data across multiple platforms. It's a robust tool for enhancing productivity and streamlining project collaboration.

Trigger Code#

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

export default {
  ...common,
  key: "meistertask-new-comment-created",
  name: "New Comment Created",
  description: "Emit new event when a new comment is created. [See the docs](https://developers.meistertask.com/reference/get-task-comments)",
  version: "0.0.1",
  type: "source",
  dedupe: "unique",
  props: {
    ...common.props,
    projectId: {
      propDefinition: [
        common.props.meistertask,
        "projectId",
      ],
      optional: true,
    },
    sectionId: {
      propDefinition: [
        common.props.meistertask,
        "sectionId",
        (c) => ({
          projectId: c.projectId,
        }),
      ],
      optional: true,
    },
    taskId: {
      propDefinition: [
        common.props.meistertask,
        "taskId",
        (c) => ({
          projectId: c.projectId,
          sectionId: c.sectionId,
        }),
      ],
    },
  },
  methods: {
    ...common.methods,
    getResourceFn() {
      return this.meistertask.listComments;
    },
    getArgs() {
      return {
        params: {
          sort: "-created_at",
        },
        taskId: this.taskId,
      };
    },
    generateMeta(comment) {
      return {
        id: comment.id,
        summary: comment.text,
        ts: Date.parse(comment.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
MeisterTask	`meistertask`	`app`	This component uses the MeisterTask app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Project	`projectId`	`string`	Select a value from the drop down menu.
Section	`sectionId`	`string`	Select a value from the drop down menu.
Task	`taskId`	`string`	Select a value from the drop down menu.

Trigger Authentication#

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

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

userinfo.profileuserinfo.emailmeistertask

About MeisterTask#

Task Management for Teams

Action#

Create Embeddings on OpenAI (ChatGPT)

Description:Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms. [See the documentation](https://platform.openai.com/docs/api-reference/embeddings)

Version:0.0.14

Key:openai-create-embeddings

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 { ConfigurationError } from "@pipedream/platform";
import openai from "../../openai.app.mjs";
import common from "../common/common.mjs";

export default {
  name: "Create Embeddings",
  version: "0.0.14",
  key: "openai-create-embeddings",
  description: "Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms. [See the documentation](https://platform.openai.com/docs/api-reference/embeddings)",
  type: "action",
  props: {
    openai,
    modelId: {
      propDefinition: [
        openai,
        "embeddingsModelId",
      ],
    },
    input: {
      label: "Input",
      description: "Input text to get embeddings for, encoded as a string or array of tokens. To get embeddings for multiple inputs in a single request, pass an array of strings or array of token arrays. Each input must not exceed 8192 tokens in length.",
      type: "string[]",
    },
    user: common.props.user,
  },
  async run({ $ }) {
    // Confirm no element is more than 8192 tokens in length
    for (const [
      i,
      element,
    ] of this.input.entries()) {
      if (element.length > 8192) {
        throw new ConfigurationError(`Element #${i} is more than 8192 tokens in length. Each input must not exceed 8192 tokens in length.`);
      }
    }

    const response = await this.openai.createEmbeddings({
      $,
      data: {
        model: this.modelId,
        input: this.input,
      },
    });

    if (response) {
      $.export("$summary", "Successfully created embeddings");
    }

    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.

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.
Input	`input`	`string[]`	Input text to get embeddings for, encoded as a string or array of tokens. To get embeddings for multiple inputs in a single request, pass an array of strings or array of token arrays. Each input must not exceed 8192 tokens in length.
User	`user`	`string`	A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.

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.

More Ways to Connect OpenAI (ChatGPT) + MeisterTask#

Other Popular Integrations#

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Create Embeddings with OpenAI (ChatGPT) API on New Comment Created from MeisterTask API

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

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

Developers ♥ Pipedream

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