Ask Question about Webpage with WebScraping.AI API on New Fine Tuning Job Created from OpenAI (ChatGPT) API

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Trigger workflow on

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

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Ask Question about Webpage with the WebScraping.AI API

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Getting Started#

This integration creates a workflow with a OpenAI (ChatGPT) trigger and WebScraping.AI 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 Ask Question about Webpage action
1. Connect your WebScraping.AI account
2. Configure Target URL
3. Configure Question
4. Optional- Configure Headers
5. Optional- Configure Timeout
6. Optional- Configure JS
7. Optional- Configure JS Timeout
8. Optional- Configure Wait For
9. Optional- Select a Proxy
10. Optional- Select a Country
11. Optional- Configure Custom Proxy
12. Optional- Select a Device
13. Optional- Configure Error on 404
14. Optional- Configure Error on Redirect
15. Optional- Configure JS Script
16. Optional- Select a Format
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:0.0.12

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: "0.0.12",
  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#

Ask Question about Webpage on WebScraping.AI

Description:Gets an answer to a question about a given webpage. [See the documentation](https://webscraping.ai/docs#tag/AI/operation/getQuestion)

Version:0.0.1

Key:webscraping_ai-ask-question

View on GitHub

WebScraping.AI Overview#

WebScraping.AI API provides powerful tools for extracting data from websites, enabling users to retrieve structured information without the hassle of setting up a custom scraper. It handles proxy rotation, browsers, and CAPTCHAs, allowing you to focus on data collection. With Pipedream, you can harness this capability to create automated workflows that trigger on various events, process web content, and connect with countless other apps to feed data pipelines, monitor changes, or populate databases.

Action Code#

import webscrapingAI from "../../webscraping_ai.app.mjs";
import utils from "../../common/utils.mjs";

export default {
  key: "webscraping_ai-ask-question",
  name: "Ask Question about Webpage",
  description: "Gets an answer to a question about a given webpage. [See the documentation](https://webscraping.ai/docs#tag/AI/operation/getQuestion)",
  version: "0.0.1",
  type: "action",
  props: {
    webscrapingAI,
    targetUrl: {
      propDefinition: [
        webscrapingAI,
        "targetUrl",
      ],
    },
    question: {
      type: "string",
      label: "Question",
      description: "The question to ask about the given webpage. E.g. `What is the summary of this page content?`",
    },
    headers: {
      propDefinition: [
        webscrapingAI,
        "headers",
      ],
    },
    timeout: {
      propDefinition: [
        webscrapingAI,
        "timeout",
      ],
    },
    js: {
      propDefinition: [
        webscrapingAI,
        "js",
      ],
    },
    jsTimeout: {
      propDefinition: [
        webscrapingAI,
        "jsTimeout",
      ],
    },
    waitFor: {
      propDefinition: [
        webscrapingAI,
        "waitFor",
      ],
    },
    proxy: {
      propDefinition: [
        webscrapingAI,
        "proxy",
      ],
    },
    country: {
      propDefinition: [
        webscrapingAI,
        "country",
      ],
    },
    customProxy: {
      propDefinition: [
        webscrapingAI,
        "customProxy",
      ],
    },
    device: {
      propDefinition: [
        webscrapingAI,
        "device",
      ],
    },
    errorOn404: {
      propDefinition: [
        webscrapingAI,
        "errorOn404",
      ],
    },
    errorOnRedirect: {
      propDefinition: [
        webscrapingAI,
        "errorOnRedirect",
      ],
    },
    jsScript: {
      propDefinition: [
        webscrapingAI,
        "jsScript",
      ],
    },
    format: {
      propDefinition: [
        webscrapingAI,
        "format",
      ],
    },
  },
  async run({ $ }) {
    const response = await this.webscrapingAI.getAnswerToQuestion({
      $,
      params: {
        url: this.targetUrl,
        question: this.question,
        headers: utils.stringifyHeaders(this.headers),
        timeout: this.timeout,
        js: this.js,
        js_timeout: this.jsTimeout,
        wait_for: this.waitFor,
        proxy: this.proxy,
        country: this.country,
        custom_proxy: this.customProxy,
        device: this.device,
        error_on_404: this.errorOn404,
        error_on_redirect: this.errorOnRedirect,
        js_script: this.jsScript,
        format: this.format,
      },
    });
    $.export("$summary", "Successfully retrieved answer to question");
    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
WebScraping.AI	`webscrapingAI`	`app`	This component uses the WebScraping.AI app.
Target URL	`targetUrl`	`string`	The URL of the webpage to scrape.
Question	`question`	`string`	The question to ask about the given webpage. E.g. `What is the summary of this page content?`
Headers	`headers`	`object`	HTTP headers to pass to the target page
Timeout	`timeout`	`integer`	Maximum web page retrieval time in ms. Increase it in case of timeout errors (10000 by default, maximum is 30000).
JS	`js`	`boolean`	Execute on-page JavaScript using a headless browser (`true` by default)
JS Timeout	`jsTimeout`	`integer`	Maximum JavaScript rendering time in ms. Default: `2000`
Wait For	`waitFor`	`string`	CSS selector to wait for before returning the page content. Useful for pages with dynamic content loading. Overrides js_timeout.
Proxy	`proxy`	`string`	Select a value from the drop down menu:`datacenterresidential`
Country	`country`	`string`	Select a value from the drop down menu:`usgbdeitfrcaesrujpkrin`
Custom Proxy	`customProxy`	`string`	Your own proxy URL to use instead of our built-in proxy pool in "http://user:password@host:port" format (Smartproxy for example).
Device	`device`	`string`	Select a value from the drop down menu:`desktopmobiletablet`
Error on 404	`errorOn404`	`boolean`	Return error on 404 HTTP status on the target page (`false` by default)
Error on Redirect	`errorOnRedirect`	`boolean`	Return error on redirect on the target page (`false` by default)
JS Script	`jsScript`	`string`	Custom JavaScript code to execute on the target page. Example: `document.querySelector('button').click();`
Format	`format`	`string`	Select a value from the drop down menu:`jsontext`