← Google Drive + Tisane Labs integrations

Analyze Text with Tisane Labs API on New Files (Instant) from Google Drive API

Pipedream makes it easy to connect APIs for Tisane Labs, Google Drive and 2,400+ other apps remarkably fast.

Trigger workflow on
New Files (Instant) from the Google Drive API
Next, do this
Analyze Text with the Tisane Labs API
No credit card required
Intro to Pipedream
Watch us build a workflow
Watch us build a workflow
8 min
Watch now ➜

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

Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo

Developers Pipedream

Getting Started

This integration creates a workflow with a Google Drive trigger and Tisane Labs action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Select this integration
  2. Configure the New Files (Instant) trigger
    1. Connect your Google Drive account
    2. Select a Drive
    3. Configure Push notification renewal schedule
    4. Optional- Select one or more Folders
  3. Configure the Analyze Text action
    1. Connect your Tisane Labs account
    2. Select a Language
    3. Configure Content
    4. Optional- Select a Format
    5. Optional- Configure Disable Spellcheck
    6. Optional- Configure Lowercase Spellcheck Only
    7. Optional- Configure Minimum Generic Frequency
    8. Optional- Configure Subscope
    9. Optional- Configure Abuse
    10. Optional- Configure Sentiment
    11. Optional- Configure Document Sentiment
    12. Optional- Configure Entities
    13. Optional- Configure Topics
    14. Optional- Configure Words
    15. Optional- Configure Fetch Definitions
    16. Optional- Configure Parse
    17. Optional- Configure Deterministic
    18. Optional- Configure Snippets
    19. Optional- Configure Explain
    20. Optional- Select a Feature Standard
    21. Optional- Select a Topic Standard
    22. Optional- Select a Sentiment Analysis Type
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. 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

Description:Emit new event when a new file is added in your linked Google Drive
Version:0.1.10
Key:google_drive-new-files-instant

Google Drive Overview

The Google Drive API on Pipedream allows you to automate various file management tasks, such as creating, reading, updating, and deleting files within your Google Drive. You can also share files, manage permissions, and monitor changes to files and folders. This opens up possibilities for creating workflows that seamlessly integrate with other apps and services, streamlining document handling, backup processes, and collaborative workflows.

Trigger Code

import common from "../common-webhook.mjs";
import sampleEmit from "./test-event.mjs";
import {
  GOOGLE_DRIVE_NOTIFICATION_ADD,
  GOOGLE_DRIVE_NOTIFICATION_CHANGE,
} from "../../common/constants.mjs";

export default {
  ...common,
  key: "google_drive-new-files-instant",
  name: "New Files (Instant)",
  description: "Emit new event when a new file is added in your linked Google Drive",
  version: "0.1.10",
  type: "source",
  dedupe: "unique",
  props: {
    ...common.props,
    folders: {
      type: "string[]",
      label: "Folders",
      description:
        "(Optional) The folders you want to watch. Leave blank to watch for any new file in the Drive.",
      optional: true,
      default: [],
      options({ prevContext }) {
        const { nextPageToken } = prevContext;
        const baseOpts = {
          q: "mimeType = 'application/vnd.google-apps.folder' and trashed = false",
        };
        const opts = this.isMyDrive()
          ? baseOpts
          : {
            ...baseOpts,
            corpora: "drive",
            driveId: this.getDriveId(),
            includeItemsFromAllDrives: true,
            supportsAllDrives: true,
          };
        return this.googleDrive.listFilesOptions(nextPageToken, opts);
      },
    },
  },
  hooks: {
    async deploy() {
      const daysAgo = new Date();
      daysAgo.setDate(daysAgo.getDate() - 30);
      const timeString = daysAgo.toISOString();

      const args = this.getListFilesOpts({
        q: `mimeType != "application/vnd.google-apps.folder" and createdTime > "${timeString}" and trashed = false`,
        orderBy: "createdTime desc",
        fields: "*",
        pageSize: 5,
      });

      const { files } = await this.googleDrive.listFilesInPage(null, args);

      this.emitFiles(files);
    },
    ...common.hooks,
    async activate() {
      await common.hooks.activate.bind(this)();
      this._setLastFileCreatedTime(Date.now());
    },
  },
  methods: {
    ...common.methods,
    _getLastFileCreatedTime() {
      return this.db.get("lastFileCreatedTime");
    },
    _setLastFileCreatedTime(lastFileCreatedTime) {
      this.db.set("lastFileCreatedTime", lastFileCreatedTime);
    },
    shouldProcess(file) {
      const watchedFolders = new Set(this.folders);
      return (
        watchedFolders.size == 0 ||
        (file.parents && file.parents.some((p) => watchedFolders.has(p)))
      );
    },
    getUpdateTypes() {
      return [
        GOOGLE_DRIVE_NOTIFICATION_ADD,
        GOOGLE_DRIVE_NOTIFICATION_CHANGE,
      ];
    },
    emitFiles(files) {
      for (const file of files) {
        if (!this.shouldProcess(file)) {
          continue;
        }
        this.$emit(file, {
          summary: `New File: ${file.name}`,
          id: file.id,
          ts: Date.parse(file.createdTime),
        });
      }
    },
    async processChanges() {
      const lastFileCreatedTime = this._getLastFileCreatedTime();
      const timeString = new Date(lastFileCreatedTime).toISOString();

      const args = this.getListFilesOpts({
        q: `mimeType != "application/vnd.google-apps.folder" and createdTime > "${timeString}" and trashed = false`,
        orderBy: "createdTime desc",
        fields: "*",
      });

      const { files } = await this.googleDrive.listFilesInPage(null, args);

      if (!files?.length) {
        return;
      }

      this.emitFiles(files);

      this._setLastFileCreatedTime(Date.parse(files[0].createdTime));
    },
  },
  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.
LabelPropTypeDescription
Google DrivegoogleDriveappThis component uses the Google Drive app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
N/Ahttp$.interface.httpThis component uses $.interface.http to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the run() method of the component.
DrivedrivestringSelect a value from the drop down menu.
Push notification renewal scheduletimer$.interface.timer

The Google Drive API requires occasional renewal of push notification subscriptions. This runs in the background, so you should not need to modify this schedule.

Foldersfoldersstring[]Select a value from the drop down menu.

Trigger Authentication

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

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

https://www.googleapis.com/auth/drive

About Google Drive

Google Drive is a file storage and synchronization service which allows you to create and share your work online, and access your documents from anywhere.

Action

Description:Analyze text for language, entities, sentiment, and other insights. [See the documentation](https://docs.tisane.ai/#561264c5-6dbe-4bde-aba3-7defe837989f)
Version:0.0.1
Key:tisane_labs-analyze-text

Tisane Labs Overview

The Tisane Labs API offers advanced text analysis capabilities, focusing on abusive content detection and linguistic insights. With it, you can automate content moderation, extract entities, detect the sentiment, and identify the language of the text. In Pipedream, Tisane Labs API can be integrated into workflows to process text from various sources such as user comments, support tickets, or social media posts. By leveraging Pipedream's serverless platform, you can create real-time, event-driven applications that respond to text analyses, connect with other services, and perform actions based on the insights gained from the Tisane Labs API.

Action Code

import tisaneLabs from "../../tisane_labs.app.mjs";

export default {
  key: "tisane_labs-analyze-text",
  name: "Analyze Text",
  description: "Analyze text for language, entities, sentiment, and other insights. [See the documentation](https://docs.tisane.ai/#561264c5-6dbe-4bde-aba3-7defe837989f)",
  version: "0.0.1",
  type: "action",
  props: {
    tisaneLabs,
    language: {
      propDefinition: [
        tisaneLabs,
        "language",
      ],
    },
    content: {
      type: "string",
      label: "Content",
      description: "The content to analyze",
    },
    format: {
      propDefinition: [
        tisaneLabs,
        "format",
      ],
    },
    disableSpellcheck: {
      type: "boolean",
      label: "Disable Spellcheck",
      description: "Determines whether the automatic spellchecking is to be disabled. Default: `false`",
      default: false,
      optional: true,
    },
    lowercaseSpellcheckOnly: {
      type: "boolean",
      label: "Lowercase Spellcheck Only",
      description: "Determines whether the automatic spellchecking is only to be applied to words in lowercase. Default: `false`",
      default: false,
      optional: true,
    },
    minGenericFrequency: {
      type: "integer",
      label: "Minimum Generic Frequency",
      description: "Allows excluding more esoteric terms; The valid values are 0 thru 10.",
      min: 0,
      max: 10,
      optional: true,
    },
    subscope: {
      type: "boolean",
      label: "Subscope",
      description: "Enables sub-scope parsing, for scenarios like hashtag, URL parsing, and obfuscated content (e.g. ihateyou). Default: `false`",
      default: false,
      optional: true,
    },
    abuse: {
      type: "boolean",
      label: "Abuse",
      description: "Output instances of abusive conten. Default: `true`",
      default: true,
      optional: true,
    },
    sentiment: {
      type: "boolean",
      label: "Sentiment",
      description: "Output sentiment-bearing snippets. Default: `true`",
      default: true,
      optional: true,
    },
    documentSentiment: {
      type: "boolean",
      label: "Document Sentiment",
      description: "output document-level sentiment. Default: `false`",
      default: false,
      optional: true,
    },
    entities: {
      type: "boolean",
      label: "Entities",
      description: "Output entities. Default: `true`",
      default: true,
      optional: true,
    },
    topics: {
      type: "boolean",
      label: "Topics",
      description: "Output topics. Default: `true`",
      default: true,
      optional: true,
    },
    words: {
      type: "boolean",
      label: "Words",
      description: "Output the lexical chunks / words for every sentence. Default: `false`",
      default: false,
      optional: true,
    },
    fetchDefinitions: {
      type: "boolean",
      label: "Fetch Definitions",
      description: "Include definitions of the words in the output. Only relevant when the `words` setting is `true`. Default: `false",
      default: false,
      optional: true,
    },
    parses: {
      type: "boolean",
      label: "Parse",
      description: "Output parse forests of phrases",
      optional: true,
    },
    deterministic: {
      type: "boolean",
      label: "Deterministic",
      description: "Whether the n-best senses and n-best parses are to be output in addition to the detected sense. If `true`, only the detected sense will be output. Default: `true`",
      default: true,
      optional: true,
    },
    snippets: {
      type: "boolean",
      label: "Snippets",
      description: "Include the text snippets in the abuse, sentiment, and entities sections. Default: `false`",
      default: false,
      optional: true,
    },
    explain: {
      type: "boolean",
      label: "Explain",
      description: "If `true`, a reasoning for the abuse and sentiment snippets is provided when possible",
      optional: true,
    },
    featureStandard: {
      propDefinition: [
        tisaneLabs,
        "featureStandard",
      ],
    },
    topicStandard: {
      propDefinition: [
        tisaneLabs,
        "topicStandard",
      ],
    },
    sentimentAnalysisType: {
      propDefinition: [
        tisaneLabs,
        "sentimentAnalysisType",
      ],
    },
  },
  async run({ $ }) {
    const response = await this.tisaneLabs.analyzeText({
      data: {
        language: this.language,
        content: this.content,
        settings: {
          format: this.format,
          disable_spellcheck: this.disableSpellcheck,
          lowercase_spellcheck_only: this.lowercaseSpellcheckOnly,
          min_generic_frequency: this.minGenericFrequency,
          subscope: this.subscope,
          abusse: this.abuse,
          sentiment: this.sentiment,
          document_sentiment: this.documentSentiment,
          entities: this.entities,
          topics: this.topics,
          words: this.words,
          fetch_definitions: this.fetchDefinitions,
          parses: this.parses,
          deterministic: this.deterministic,
          snippets: this.snippets,
          explain: this.explain,
          feature_standard: this.featureStandard,
          topic_standard: this.topicStandard,
          sentiment_analysis_type: this.sentimentAnalysisType,
        },
      },
      $,
    });

    if (response) {
      $.export("$summary", "Successfully analyzed text.");
    }

    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.

LabelPropTypeDescription
Tisane LabstisaneLabsappThis component uses the Tisane Labs app.
LanguagelanguagestringSelect a value from the drop down menu.
Contentcontentstring

The content to analyze

FormatformatstringSelect a value from the drop down menu:{ "label": "Review", "value": "review" }{ "label": "Dialog", "value": "dialog" }{ "label": "Shortpost", "value": "shortpost" }{ "label": "Longform", "value": "longform" }{ "label": "Proofread", "value": "proofread" }{ "label": "Alias", "value": "alias" }{ "label": "Search", "value": "search" }
Disable SpellcheckdisableSpellcheckboolean

Determines whether the automatic spellchecking is to be disabled. Default: false

Lowercase Spellcheck OnlylowercaseSpellcheckOnlyboolean

Determines whether the automatic spellchecking is only to be applied to words in lowercase. Default: false

Minimum Generic FrequencyminGenericFrequencyinteger

Allows excluding more esoteric terms; The valid values are 0 thru 10.

Subscopesubscopeboolean

Enables sub-scope parsing, for scenarios like hashtag, URL parsing, and obfuscated content (e.g. ihateyou). Default: false

Abuseabuseboolean

Output instances of abusive conten. Default: true

Sentimentsentimentboolean

Output sentiment-bearing snippets. Default: true

Document SentimentdocumentSentimentboolean

output document-level sentiment. Default: false

Entitiesentitiesboolean

Output entities. Default: true

Topicstopicsboolean

Output topics. Default: true

Wordswordsboolean

Output the lexical chunks / words for every sentence. Default: false

Fetch DefinitionsfetchDefinitionsboolean

Include definitions of the words in the output. Only relevant when the words setting is true. Default: `false

Parseparsesboolean

Output parse forests of phrases

Deterministicdeterministicboolean

Whether the n-best senses and n-best parses are to be output in addition to the detected sense. If true, only the detected sense will be output. Default: true

Snippetssnippetsboolean

Include the text snippets in the abuse, sentiment, and entities sections. Default: false

Explainexplainboolean

If true, a reasoning for the abuse and sentiment snippets is provided when possible

Feature StandardfeatureStandardstringSelect a value from the drop down menu:{ "label": "Universal Dependencies tags", "value": "ud" }{ "label": "Penn treebank tags", "value": "penn" }{ "label": "Tisane native feature codes", "value": "native" }{ "label": "Tisane native feature descriptions", "value": "description" }
Topic StandardtopicStandardstringSelect a value from the drop down menu:{ "label": "IPTC topic taxonomy code", "value": "iptc_code" }{ "label": "IPTC topic taxonomy description", "value": "iptc_description" }{ "label": "IAB topic taxonomy code", "value": "iab_code" }{ "label": "IAB topic taxonomy description", "value": "iab_description" }{ "label": "Tisane domain description, coming from the family description", "value": "native" }
Sentiment Analysis TypesentimentAnalysisTypestringSelect a value from the drop down menu:{ "label": "Products and Services", "value": "products_and_services" }{ "label": "Entity", "value": "entity" }{ "label": "Creative Content Review", "value": "creative_content_review" }{ "label": "Political Essay", "value": "political_essay" }

Action Authentication

Tisane Labs uses API keys for authentication. When you connect your Tisane Labs account, Pipedream securely stores the keys so you can easily authenticate to Tisane Labs APIs in both code and no-code steps.

Sign in and copy your API key directly from your dashboard.

About Tisane Labs

Home of cutting edge, explainable AI software that turns unstructured content into meaningful insights.

More Ways to Connect Tisane Labs + Google Drive

Detect Language with Tisane Labs API on Changes to Specific Files from Google Drive API
Google Drive + Tisane Labs
 
Try it
Detect Language with Tisane Labs API on Changes to Specific Files (Shared Drive) from Google Drive API
Google Drive + Tisane Labs
 
Try it
Detect Language with Tisane Labs API on New Files (Instant) from Google Drive API
Google Drive + Tisane Labs
 
Try it
Detect Language with Tisane Labs API on New or Modified Comments from Google Drive API
Google Drive + Tisane Labs
 
Try it
Detect Language with Tisane Labs API on New or Modified Files from Google Drive API
Google Drive + Tisane Labs
 
Try it
Changes to Specific Files from the Google Drive API

Watches for changes to specific files, emitting an event when a change is made to one of those files. To watch for changes to shared drive files, use the Changes to Specific Files (Shared Drive) source instead.

 
Try it
Changes to Specific Files (Shared Drive) from the Google Drive API

Watches for changes to specific files in a shared drive, emitting an event when a change is made to one of those files

 
Try it
New Files (Instant) from the Google Drive API

Emit new event when a new file is added in your linked Google Drive

 
Try it
New or Modified Comments (Instant) from the Google Drive API

Emit new event when a comment is created or modified in the selected file

 
Try it
New or Modified Files (Instant) from the Google Drive API

Emit new event when a file in the selected Drive is created, modified or trashed.

 
Try it
Copy File with the Google Drive API

Create a copy of the specified file. See the documentation for more information

 
Try it
Create Folder with the Google Drive API

Create a new empty folder. See the documentation for more information

 
Try it
Create New File From Template with the Google Drive API

Create a new Google Docs file from a template. Optionally include placeholders in the template document that will get replaced from this action. See documentation

 
Try it
Create New File From Text with the Google Drive API

Create a new file from plain text. See the documentation for more information

 
Try it
Create Shared Drive with the Google Drive API

Create a new shared drive. See the documentation for more information

 
Try it

Explore Other Apps

1
-
24
of
2,400+
apps by most popular

HTTP / Webhook
HTTP / Webhook
Get a unique URL where you can send HTTP or webhook requests
Node
Node
Anything you can do with Node.js, you can do in a Pipedream workflow. This includes using most of npm's 400,000+ packages.
Python
Python
Anything you can do in Python can be done in a Pipedream Workflow. This includes using any of the 350,000+ PyPi packages available in your Python powered workflows.
OpenAI (ChatGPT)
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.
Premium
Salesforce
Salesforce
Web services API for interacting with Salesforce
Premium
HubSpot
HubSpot
HubSpot's CRM platform contains the marketing, sales, service, operations, and website-building software you need to grow your business.
Premium
Zoho CRM
Zoho CRM
Zoho CRM is an online Sales CRM software that manages your sales, marketing, and support in one CRM platform.
Premium
Stripe
Stripe
Stripe powers online and in-person payment processing and financial solutions for businesses of all sizes.
Shopify
Shopify
Shopify is a complete commerce platform that lets anyone start, manage, and grow a business. You can use Shopify to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.
Premium
WooCommerce
WooCommerce
WooCommerce is the open-source ecommerce platform for WordPress.
Premium
Snowflake
Snowflake
A data warehouse built for the cloud
Premium
MongoDB
MongoDB
MongoDB is an open source NoSQL database management program.
Supabase
Supabase
Supabase is an open source Firebase alternative.
MySQL
MySQL
MySQL is an open-source relational database management system.
PostgreSQL
PostgreSQL
PostgreSQL is a free and open-source relational database management system emphasizing extensibility and SQL compliance.
Premium
AWS
AWS
Amazon Web Services (AWS) offers reliable, scalable, and inexpensive cloud computing services.
Premium
Twilio SendGrid
Twilio SendGrid
Send marketing and transactional email through the Twilio SendGrid platform with the Email API, proprietary mail transfer agent, and infrastructure for scalable delivery.
Amazon SES
Amazon SES
Amazon SES is a cloud-based email service provider that can integrate into any application for high volume email automation
Premium
Klaviyo
Klaviyo
Email Marketing and SMS Marketing Platform
Premium
Zendesk
Zendesk
Zendesk is award-winning customer service software trusted by 200K+ customers. Make customers happy via text, mobile, phone, email, live chat, social media.
Notion
Notion
Notion is a new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.
Slack
Slack
Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.
Microsoft Teams
Microsoft Teams
Microsoft Teams has communities, events, chats, channels, meetings, storage, tasks, and calendars in one place.
Schedule
Schedule
Trigger workflows on an interval or cron schedule.