Create Fine Tuning Job with OpenAI (ChatGPT) API on New Form from Formstack API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Formstack and 2,800+ other apps remarkably fast.

Trigger workflow on

New Form from the Formstack API

Next, do this

Create Fine Tuning Job 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 Formstack 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 Form trigger
1. Connect your Formstack account
2. Configure timer
Configure the Create Fine Tuning Job action
1. Connect your OpenAI (ChatGPT) account
2. Select a Fine Tuning Model
3. Select a Training File
4. Optional- Configure Hyperparameters
5. Optional- Configure Suffix
6. Optional- Select a Validation File
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 Form on Formstack

Description:Emit new event for each new form added. [See docs here](https://formstack.readme.io/docs/form-id-webhook-post)

Version:0.0.4

Key:formstack-new-form

View on GitHub

Formstack Overview#

The Formstack API facilitates the automation of form creation and submission processes, enhancing data collection and integration. With Pipedream's serverless platform, you can trigger workflows on form submissions, manipulate and route form data to various endpoints, and seamlessly connect Formstack with other apps to streamline tasks.

Trigger Code#

import formstack from "../../formstack.app.mjs"; import { DEFAULT_POLLING_SOURCE_TIMER_INTERVAL } from "@pipedream/platform"; export default { key: "formstack-new-form", name: "New Form", description: "Emit new event for each new form added. [See docs here](https://formstack.readme.io/docs/form-id-webhook-post)", version: "0.0.4", dedupe: "unique", type: "source", props: { formstack, db: "$.service.db", timer: { type: "$.interface.timer", default: { intervalSeconds: DEFAULT_POLLING_SOURCE_TIMER_INTERVAL, }, }, }, async run({ $ }) { const forms = await this.formstack.getAllResources({ getResourcesFn: this.formstack.getForms, $, }); for (const form of forms) { this.$emit(form, { id: form.id, summary: `New form ${form.name} created`, ts: Date.now(), }); } }, };

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
Formstack	`formstack`	`app`	This component uses the Formstack app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

Trigger Authentication#

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

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

About Formstack#

Workplace Productivity & Automation Tools

Action#

Create Fine Tuning Job on OpenAI (ChatGPT)

Description:Creates a job that fine-tunes a specified model from a given dataset. [See the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/create)

Version:0.0.16

Key:openai-create-fine-tuning-job

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 openai from "../../openai.app.mjs"; export default { key: "openai-create-fine-tuning-job", name: "Create Fine Tuning Job", description: "Creates a job that fine-tunes a specified model from a given dataset. [See the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/create)", version: "0.0.16", annotations: { destructiveHint: false, openWorldHint: true, readOnlyHint: false, }, type: "action", props: { openai, model: { propDefinition: [ openai, "fineTuningModel", ], }, trainingFile: { propDefinition: [ openai, "fileId", () => ({ purpose: "fine-tune", }), ], label: "Training File", description: "The ID of an uploaded file that contains training data. You can use the **Upload File** action and reference the returned ID here.", }, hyperParameters: { type: "object", label: "Hyperparameters", description: "The hyperparameters used for the fine-tuning job. [See details in the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/create#fine-tuning-create-hyperparameters).", optional: true, }, suffix: { type: "string", label: "Suffix", description: "A string of up to 18 characters that will be added to your fine-tuned model name.", optional: true, }, validationFile: { propDefinition: [ openai, "fileId", () => ({ purpose: "fine-tune", }), ], label: "Validation File", description: "The ID of an uploaded file that contains validation data. [See details in the documentation](https://platform.openai.com/docs/api-reference/fine-tuning/create#fine-tuning-create-validation_file).", optional: true, }, }, async run({ $ }) { const response = await this.openai.createFineTuningJob({ $, data: { model: this.model, training_file: this.trainingFile, hyperparameters: this.hyperParameters, suffix: this.suffix, validation_file: this.validationFile, }, }); $.export("$summary", `Successfully created fine-tuning job with model ${this.model}`); 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.
Fine Tuning Model	`model`	`string`	Select a value from the drop down menu:`{ "label": "gpt-3.5-turbo-1106 (recommended)", "value": "gpt-3.5-turbo-1106" }{ "label": "gpt-3.5-turbo-0613", "value": "gpt-3.5-turbo-0613" }{ "label": "babbage-002", "value": "babbage-002" }{ "label": "davinci-002", "value": "davinci-002" }{ "label": "gpt-4-0613 (experimental — eligible users will be presented with an option to request access in the fine-tuning UI)", "value": "gpt-4-0613" }{ "label": "gpt-4.1-mini-2025-04-14", "value": "gpt-4.1-mini-2025-04-14" }{ "label": "gpt-4.1-2025-04-14", "value": "gpt-4.1-2025-04-14" }`
Training File	`trainingFile`	`string`	Select a value from the drop down menu.
Hyperparameters	`hyperParameters`	`object`	The hyperparameters used for the fine-tuning job. See details in the documentation
Suffix	`suffix`	`string`	A string of up to 18 characters that will be added to your fine-tuned model name.
Validation File	`validationFile`	`string`	Select a value from the drop down menu.

Create Fine Tuning Job with OpenAI (ChatGPT) API on New Form from Formstack API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Formstack and 2,800+ other apps remarkably fast.

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

Developers ♥ Pipedream

1-24of2,800+apps by most popular

1
-
24
of
2,800+
apps by most popular