Scrape Single URL with Apify 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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Scrape Single URL with the Apify API

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Getting Started#

This integration creates a workflow with a OpenAI (ChatGPT) trigger and Apify 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 Scrape Single URL action
1. Connect your Apify account
2. Configure URL
3. Select a Crawler Type
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#

Scrape Single URL on Apify

Description:Executes a scraper on a specific website and returns its content as text. This action is perfect for extracting content from a single page.

Version:0.0.1

Key:apify-scrape-single-url

View on GitHub

Apify Overview#

The Apify API unleashes the power to automate web scraping, process data, and orchestrate web automation workflows. By utilizing Apify on Pipedream, you can create dynamic serverless workflows to manage tasks like extracting data from websites, running browser automation, and scheduling these jobs to run autonomously. It integrates smoothly with Pipedream's capabilities to trigger actions on various other apps, store the results, and manage complex data flow with minimal setup.

Action Code#

import apify from "../../apify.app.mjs";
import { ACTOR_ID } from "../../common/constants.mjs";

export default {
  key: "apify-scrape-single-url",
  name: "Scrape Single URL",
  description: "Executes a scraper on a specific website and returns its content as text. This action is perfect for extracting content from a single page.",
  version: "0.0.1",
  type: "action",
  props: {
    apify,
    url: {
      type: "string",
      label: "URL",
      description: "The URL of the web page to scrape.",
      optional: false,
    },
    crawlerType: {
      type: "string",
      label: "Crawler Type",
      description: "Select the crawling engine:\n- **Headless web browser** - Useful for modern websites with anti-scraping protections and JavaScript rendering. It recognizes common blocking patterns like CAPTCHAs and automatically retries blocked requests through new sessions. However, running web browsers is more expensive as it requires more computing resources and is slower. It is recommended to use at least 8 GB of RAM.\n- **Stealthy web browser** (default) - Another headless web browser with anti-blocking measures enabled. Try this if you encounter bot protection while scraping. For best performance, use with Apify Proxy residential IPs. \n- **Raw HTTP client** - High-performance crawling mode that uses raw HTTP requests to fetch the pages. It is faster and cheaper, but it might not work on all websites.",
      options: [
        {
          label: "Headless browser (stealthy Firefox+Playwright) - Very reliable, best in avoiding blocking, but might be slow",
          value: "playwright:firefox",
        },
        {
          label: "Headless browser (Chrome+Playwright) - Reliable, but might be slow",
          value: "playwright:chrome",
        },
        {
          label: "Raw HTTP client (Cheerio) - Extremely fast, but cannot handle dynamic content",
          value: "cheerio",
        },
      ],
    },
  },
  async run({ $ }) {
    const response = await this.apify.runActor({
      $,
      actorId: ACTOR_ID,
      data: {
        crawlerType: this.crawlerType,
        maxCrawlDepth: 0,
        maxCrawlPages: 1,
        maxResults: 1,
        startUrls: [
          {
            url: this.url,
          },
        ],
      },
    });
    $.export("$summary", `Successfully scraped content from ${this.url}`);
    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
Apify	`apify`	`app`	This component uses the Apify app.
URL	`url`	`string`	The URL of the web page to scrape.
Crawler Type	`crawlerType`	`string`	Select a value from the drop down menu:`{ "label": "Headless browser (stealthy Firefox+Playwright) - Very reliable, best in avoiding blocking, but might be slow", "value": "playwright:firefox" }{ "label": "Headless browser (Chrome+Playwright) - Reliable, but might be slow", "value": "playwright:chrome" }{ "label": "Raw HTTP client (Cheerio) - Extremely fast, but cannot handle dynamic content", "value": "cheerio" }`

Scrape Single URL with Apify API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

Pipedream makes it easy to connect APIs for Apify, 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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