Create Machine with Fly.io API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

Pipedream makes it easy to connect APIs for Fly.io, OpenAI (ChatGPT) and 2,200+ other apps remarkably fast.

Trigger workflow on

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

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Create Machine with the Fly.io API

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Getting Started#

This integration creates a workflow with a OpenAI (ChatGPT) trigger and Fly.io 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 Create Machine action
1. Connect your Fly.io account
2. Select a App Name
3. Configure Machine Name
4. Configure Machine Configuration
5. Optional- Configure Skip Launch
6. Optional- Configure Skip Service Registration
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#

Create Machine on Fly.io

Description:Create a machine within a specific app using the details provided in the request body. [See the documentation](https://docs.machines.dev/#tag/machines/post/apps/%7Bapp_name%7D/machines)

Version:0.0.1

Key:fly_io-create-machine

View on GitHub

Fly.io Overview#

Fly.io is a platform that allows you to run full-stack apps and databases close to your users globally. The Fly.io API enables developers to manage applications, handle deployments, and scale their services dynamically. Using the Fly.io API with Pipedream provides a seamless way to automate these operations, integrate with other services, and enhance serverless workflow capabilities.

Action Code#

import app from "../../fly_io.app.mjs";
import utils from "../../common/utils.mjs";

export default {
  key: "fly_io-create-machine",
  name: "Create Machine",
  description: "Create a machine within a specific app using the details provided in the request body. [See the documentation](https://docs.machines.dev/#tag/machines/post/apps/%7Bapp_name%7D/machines)",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    appName: {
      propDefinition: [
        app,
        "appId",
        () => ({
          mapper: ({ name }) => name,
        }),
      ],
    },
    name: {
      type: "string",
      label: "Machine Name",
      description: "The name of the machine within the app",
    },
    config: {
      type: "string",
      label: "Machine Configuration",
      description: "The configuration details of the machine in JSON format. Eg. `{ \"auto_destroy\": true, \"image\": \"ubuntu:latest\" }`",
    },
    skipLaunch: {
      type: "boolean",
      label: "Skip Launch",
      description: "Whether to skip the launch of the machine",
      optional: true,
    },
    skipServiceRegistration: {
      type: "boolean",
      label: "Skip Service Registration",
      description: "Whether to skip the registration of the machine as a service",
      optional: true,
    },
  },
  methods: {
    createMachine({
      appName, ...args
    } = {}) {
      return this.app.post({
        path: `/apps/${appName}/machines`,
        ...args,
      });
    },
  },
  async run({ $ }) {
    const {
      createMachine,
      appName,
      name,
      config,
      skipLaunch,
      skipServiceRegistration,
    } = this;
    const response = await createMachine({
      $,
      appName,
      data: {
        name,
        config: utils.valueToObject(config),
        skip_launch: skipLaunch,
        skip_service_registration: skipServiceRegistration,
      },
    });
    $.export("$summary", `Successfully created machine with ID \`${response.id}\`.`);
    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
Fly.io	`app`	`app`	This component uses the Fly.io app.
App Name	`appName`	`string`	Select a value from the drop down menu.
Machine Name	`name`	`string`	The name of the machine within the app
Machine Configuration	`config`	`string`	The configuration details of the machine in JSON format. Eg. `{ "auto_destroy": true, "image": "ubuntu:latest" }`
Skip Launch	`skipLaunch`	`boolean`	Whether to skip the launch of the machine
Skip Service Registration	`skipServiceRegistration`	`boolean`	Whether to skip the registration of the machine as a service

Create Machine with Fly.io API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

Pipedream makes it easy to connect APIs for Fly.io, OpenAI (ChatGPT) and 2,200+ other apps remarkably fast.

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

Developers ♥ Pipedream

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