Publish Topic Message with QStash API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

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New Fine Tuning Job Created from the OpenAI (ChatGPT) API

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Publish Topic Message with the QStash API

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Getting Started#

This integration creates a workflow with a OpenAI (ChatGPT) trigger and QStash action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Fine Tuning Job Created trigger
1. Connect your OpenAI (ChatGPT) account
2. Configure timer
Configure the Publish Topic Message action
1. Connect your QStash account
2. Select a QStash Topic
3. Configure Body
4. Optional- Configure Retries
5. Optional- Configure Deduplication ID
6. Optional- Configure Content Based Deduplication Enabled
7. Optional- Configure Delay
8. Optional- Configure Cron
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 Fine Tuning Job Created on OpenAI (ChatGPT)

Description:Emit new event when a new fine-tuning job is created in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/list)

Version:0.0.10

Key:openai-new-fine-tuning-job-created

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:

Trigger Code#

import common from "../common/common.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  ...common,
  key: "openai-new-fine-tuning-job-created",
  name: "New Fine Tuning Job Created",
  description: "Emit new event when a new fine-tuning job is created in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/list)",
  version: "0.0.10",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    getData() {
      return this.openai.listFineTuningJobs();
    },
    getMeta(item) {
      return {
        id: item.id,
        summary: `New Fine Tuning Job: ${item.id}`,
        ts: item.created_at * 1000,
      };
    },
  },
  sampleEmit,
};

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
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

Trigger 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.

Action#

Publish Topic Message on QStash

Description:Publish a message to a topic

Version:0.0.1

Key:qstash-publish-topic-message

View on GitHub

QStash Overview#

QStash API offers a secure, scalable, and simple way to manage message queues and defer tasks. Using this API, you can enqueue messages, schedule tasks to run after a delay, and ensure that tasks are executed exactly once, leveraging the power of serverless architecture. With Pipedream's ability to connect to a multitude of services, you can build complex workflows that trigger actions in other apps based on events in QStash, allowing you to automate cross-application business processes with ease.

Action Code#

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

export default {
  name: "Publish Topic Message",
  version: "0.0.1",
  key: "qstash-publish-topic-message",
  description: "Publish a message to a topic",
  type: "action",
  props: {
    qstash,
    topic: {
      type: "string",
      label: "QStash Topic",
      description: "The QStash topic to publish a message to.",
      async options() {
        const topics = await this.qstash.listTopics({
          $: this,
        });

        return topics.map((topic) => topic.name);
      },
    },
    body: {
      propDefinition: [
        qstash,
        "body",
      ],
    },
    retries: {
      propDefinition: [
        qstash,
        "retries",
      ],
    },
    deduplicationId: {
      propDefinition: [
        qstash,
        "deduplicationId",
      ],
    },
    contentBasedDeduplicationEnabled: {
      propDefinition: [
        qstash,
        "contentBasedDeduplicationEnabled",
      ],
    },
    delay: {
      propDefinition: [
        qstash,
        "delay",
      ],
    },
    cron: {
      propDefinition: [
        qstash,
        "cron",
      ],
    },
  },
  async run({ $ }) {
    const {
      body, topic, delay, retries, deduplicationId, cron, contentBasedDeduplicationEnabled,
    } = this;

    return this.qstash.publishTopicMessage({
      $,
      body,
      topic,
      delay,
      retries,
      contentBasedDeduplicationEnabled,
      deduplicationId,
      cron,
    });
  },
};

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
QStash	`qstash`	`app`	This component uses the QStash app.
QStash Topic	`topic`	`string`	Select a value from the drop down menu.
Body	`body`	`object`	The body is forwarded to your endpoints in the HTTP request
Retries	`retries`	`integer`	How often should this messasge be retried in case the destination API is not available.
Deduplication ID	`deduplicationId`	`string`	Provide an ID that will be used to detect duplicate messages. If a duplicate message is detected, the request will be accepted but not enqueued. Learn more.
Content Based Deduplication Enabled	`contentBasedDeduplicationEnabled`	`boolean`	If true, the message content will get hashed and used as deduplication ID. If a duplicate message is detected, the request will be accepted but not enqueued.
Delay	`delay`	`string`	Format for this header is a number followed by duration abbreviation, like `10s`. Available durations are `s` (seconds), `m` (minutes), `h` (hours), `d` (days).
Cron	`cron`	`string`	You can use a tool like Crontab.guru to generate cron expressions.

Action Authentication#

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

Retrieve your QStash token

Open the QStash console
Copy the QSTASH_TOKEN from the Request Builder

Click REQUEST_TOKEN within the Request builder to copy the token to your clipboard

Then paste it in the field below.

Publish Topic Message with QStash API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

Pipedream makes it easy to connect APIs for QStash, OpenAI (ChatGPT) 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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