Find Text in Clusters with One AI API on New Videos from Twitch API

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New Videos from the Twitch API

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Find Text in Clusters with the One AI API

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Getting Started#

This integration creates a workflow with a Twitch trigger and One 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 Videos trigger
1. Connect your Twitch account
2. Configure timer
3. Configure Max Items
Configure the Find Text in Clusters action
1. Connect your One AI account
2. Select a Collection
3. Configure Text
4. Optional- Configure Multilingual
5. Optional- Configure Translate
6. Optional- Configure Similarity Threshold
7. Optional- Configure Expected Language
8. Optional- Configure Override Language Detection
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 Videos on Twitch

Description:Emit new event when there is a new video from channels you follow.

Version:0.1.2

Key:twitch-new-videos

View on GitHub

Twitch Overview#

The Twitch API unlocks a world of possibilities for engaging with live streaming communities and understanding audience behaviors. With Pipedream, you can harness this API to automate many aspects of Twitch interaction and analysis. From tracking stream stats to automating chat messages, the Twitch API lets you create workflows that interact with Twitch's vast live streaming ecosystem. Pipedream's serverless platform streamlines these tasks, making it simple to connect Twitch with other services for enhanced functionalities.

Trigger Code#

import common from "../common-polling.mjs";
import twitch from "../../twitch.app.mjs";

export default {
  ...common,
  name: "New Videos",
  key: "twitch-new-videos",
  description: "Emit new event when there is a new video from channels you follow.",
  version: "0.1.2",
  type: "source",
  props: {
    ...common.props,
    max: {
      propDefinition: [
        twitch,
        "max",
      ],
    },
  },
  methods: {
    ...common.methods,
    getMeta({
      id,
      title: summary,
      created_at: createdAt,
    }) {
      const ts = new Date(createdAt).getTime();
      return {
        id,
        summary,
        ts,
      };
    },
  },
  async run() {
    // get the authenticated user
    const { data: authenticatedUserData } = await this.twitch.getUsers();
    const params = {
      from_id: authenticatedUserData[0].id,
    };
    // get the channels followed by the authenticated user
    const followedUsers = await this.paginate(
      this.twitch.getUserFollows.bind(this),
      params,
    );

    // get and emit new videos from each followed user
    let count = 0;
    for await (const followed of followedUsers) {
      const videos = await this.paginate(
        this.twitch.getVideos.bind(this),
        {
          user_id: followed.to_id,
          period: "day", // Period during which the video was created. Valid values: "all", "day", "week", "month".
        },
        this.max,
      );
      for await (const video of videos) {
        this.$emit(video, this.getMeta(video));
        count++;
        if (count >= this.max) return;
      }
    }
  },
};

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
Twitch	`twitch`	`app`	This component uses the Twitch app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Max Items	`max`	`integer`	The maximum number of items to return at one time. Streams are returned sorted by number of viewers, in descending order. Videos and Clips are returned sorted by publish date.

Trigger Authentication#

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

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

analytics:read:extensionsanalytics:read:gamesbits:readchannel:read:subscriptionsclips:edituser:edituser:edit:broadcastuser:read:broadcastuser:read:emailuser:read:followsuser:read:blocked_usersuser:manage:blocked_usersmoderator:read:followerschannel:read:editorschannel:manage:videosuser:read:subscriptions

About Twitch#

Twitch is an interactive livestreaming service for content spanning gaming, entertainment, sports, music, and more.

Action#

Find Text in Clusters on One AI

Description:Find clusters with a similar meaning of a given text. [See the documentation](https://docs.oneai.com/docs/find-text).

Version:0.0.1

Key:one_ai-find-text-in-clusters

View on GitHub

One AI Overview#

One AI API enables users to leverage advanced language AI to analyze and process text. On Pipedream, you can integrate One AI into serverless workflows to automate tasks like content summarization, emotion detection, or keyword extraction. By tapping into One AI's capabilities via Pipedream, you can enrich data, glean insights, and streamline content-centric operations with ease and efficiency.

Action Code#

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

export default {
  name: "Find Text in Clusters",
  description: "Find clusters with a similar meaning of a given text.  [See the documentation](https://docs.oneai.com/docs/find-text).",
  key: "one_ai-find-text-in-clusters",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    collection: {
      propDefinition: [
        app,
        "collection",
      ],
    },
    text: {
      type: "string",
      label: "Text",
      description: "Search Text",
    },
    multilingual: {
      type: "boolean",
      label: "Multilingual",
      description: "True if text is not in english",
      optional: true,
    },
    translate: {
      type: "boolean",
      label: "Translate",
      description: "Translate to English",
      optional: true,
    },
    similarityThreshold: {
      type: "string",
      label: "Similarity Threshold",
      description: "Minimum similarity of results (between 0 and 1)",
      optional: true,
    },
    expectedLanguage: {
      type: "string",
      label: "Expected Language",
      description: "Expected language of text",
      optional: true,
    },
    overrideLanguageDetection: {
      type: "boolean",
      label: "Override Language Detection",
      description: "Whether to override language detection",
      optional: true,
    },
  },
  async run({ $ }) {
    const res = await this.app.findTextInClusters(this.collection, {
      "text": this.text,
      "multilingual": this.multilingual,
      "translate": this.translate,
      "similarity_threshold": this.similarityThreshold,
      "expected-language": this.expectedLanguage,
      "override-language-detection": this.overrideLanguageDetection,
    });
    $.export("summary", `Successfully found ${res.length} cluster(s)`);
    return res;
  },
};

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
One AI	`app`	`app`	This component uses the One AI app.
Collection	`collection`	`string`	Select a value from the drop down menu.
Text	`text`	`string`	Search Text
Multilingual	`multilingual`	`boolean`	True if text is not in english
Translate	`translate`	`boolean`	Translate to English
Similarity Threshold	`similarityThreshold`	`string`	Minimum similarity of results (between 0 and 1)
Expected Language	`expectedLanguage`	`string`	Expected language of text
Override Language Detection	`overrideLanguageDetection`	`boolean`	Whether to override language detection

Find Text in Clusters with One AI API on New Videos from Twitch API

Pipedream makes it easy to connect APIs for One AI, Twitch and 2,500+ other apps remarkably fast.

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

Developers ♥ Pipedream

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