← Notion + astica.ai integrations

Describe Image with astica.ai API on Updated Page in Database from Notion API

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Updated Page in Database from the Notion API
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Describe Image with the astica.ai API
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Getting Started

This integration creates a workflow with a Notion trigger and astica.ai 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 Updated Page in Database trigger
    1. Connect your Notion account
    2. Configure timer
    3. Select a Database ID
    4. Configure Include New Pages
    5. Optional- Select one or more Property Types
  3. Configure the Describe Image action
    1. Connect your astica.ai account
    2. Configure Image
    3. Optional- Configure Describe
    4. Optional- Configure GPT
    5. Optional- Configure GPT Detailed
    6. Optional- Configure Faces
    7. Optional- Configure Moderate
    8. Optional- Configure Tags
    9. Optional- Configure Brands
    10. Optional- Configure Celebrities
    11. Optional- Configure Landmarks
  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 page in a database is updated. To select a specific page, use `Updated Page ID` instead
Version:0.1.3
Key:notion-updated-page

Notion Overview

Notion's API allows for the creation, reading, updating, and deleting of pages, databases, and their contents within Notion. Using Pipedream's platform, you can build workflows that connect Notion with various other services to automate tasks such as content management, task tracking, and data synchronization. With Pipedream's serverless execution, you can trigger these workflows on a schedule, or by external events from other services, without managing any infrastructure.

Trigger Code

import notion from "../../notion.app.mjs";
import sampleEmit from "./test-event.mjs";
import base from "../common/base.mjs";
import constants from "../common/constants.mjs";
import zlib from "zlib";

export default {
  ...base,
  key: "notion-updated-page",
  name: "Updated Page in Database", /* eslint-disable-line pipedream/source-name */
  description: "Emit new event when a page in a database is updated. To select a specific page, use `Updated Page ID` instead",
  version: "0.1.3",
  type: "source",
  dedupe: "unique",
  props: {
    ...base.props,
    databaseId: {
      propDefinition: [
        notion,
        "databaseId",
      ],
    },
    includeNewPages: {
      type: "boolean",
      label: "Include New Pages",
      description: "Set to `true` to emit events when pages are created. Set to `false` to ignore new pages.",
      default: true,
    },
    properties: {
      propDefinition: [
        notion,
        "propertyTypes",
        (c) => ({
          parentId: c.databaseId,
          parentType: "database",
        }),
      ],
      description: "Only emit events when one or more of the selected properties have changed",
      optional: true,
    },
  },
  hooks: {
    async activate() {
      console.log("Activating: fetching pages and properties");
      this._setLastUpdatedTimestamp(Date.now());
      const propertyValues = {};
      const propertiesToCheck = await this._getPropertiesToCheck();
      const params = this.lastUpdatedSortParam();
      const pagesStream = this.notion.getPages(this.databaseId, params);
      for await (const page of pagesStream) {
        for (const propertyName of propertiesToCheck) {
          const currentValue = this._maybeRemoveFileSubItems(page.properties[propertyName]);
          propertyValues[page.id] = {
            ...propertyValues[page.id],
            [propertyName]: currentValue,
          };
        }
      }
      this._setPropertyValues(propertyValues);
    },
    async deactivate() {
      console.log("Deactivating: clearing states");
      this._setLastUpdatedTimestamp(null);
    },
  },
  methods: {
    ...base.methods,
    _getLastUpdatedTimestamp() {
      return this.db.get(constants.timestamps.LAST_EDITED_TIME);
    },
    _setLastUpdatedTimestamp(ts) {
      this.db.set(constants.timestamps.LAST_EDITED_TIME, ts);
    },
    _getPropertyValues() {
      const compressed = this.db.get("propertyValues");
      const buffer = Buffer.from(compressed, "base64");
      const decompressed = zlib.inflateSync(buffer).toString();
      return JSON.parse(decompressed);
    },
    _setPropertyValues(propertyValues) {
      const string = JSON.stringify(propertyValues);
      const compressed = zlib.deflateSync(string).toString("base64");
      this.db.set("propertyValues", compressed);
    },
    async _getPropertiesToCheck() {
      if (this.properties?.length) {
        return this.properties;
      }
      const { properties } = await this.notion.retrieveDatabase(this.databaseId);
      return Object.keys(properties);
    },
    _maybeRemoveFileSubItems(property) {
      // Files & Media type:
      // `url` and `expiry_time` are constantly updated by Notion, so ignore these fields
      if (property.type === "files") {
        const modified = structuredClone(property);
        for (const file of modified.files) {
          if (file.type === "file") {
            delete file.file;
          }
        }
        return modified;
      }
      return property;
    },
    _generateMeta(obj, summary) {
      const { id } = obj;
      const title = this.notion.extractPageTitle(obj);
      const ts = Date.now();
      return {
        id: `${id}-${ts}`,
        summary: `${summary}: ${title}`,
        ts,
      };
    },
    _emitEvent(page, changes = [], isNewPage = true) {
      const meta = isNewPage
        ? this._generateMeta(page, constants.summaries.PAGE_ADDED)
        : this._generateMeta(page, constants.summaries.PAGE_UPDATED);
      const event = {
        page,
        changes,
      };
      this.$emit(event, meta);
    },
  },
  async run() {
    const lastCheckedTimestamp = this._getLastUpdatedTimestamp();
    const propertyValues = this._getPropertyValues();

    if (!lastCheckedTimestamp) {
      // recently updated (deactivated / activated), skip execution
      console.log("Awaiting restart completion: skipping execution");
      return;
    }

    const params = {
      ...this.lastUpdatedSortParam(),
      filter: {
        timestamp: "last_edited_time",
        last_edited_time: {
          on_or_after: new Date(lastCheckedTimestamp).toISOString(),
        },
      },
    };
    let newLastUpdatedTimestamp = lastCheckedTimestamp;
    const propertiesToCheck = await this._getPropertiesToCheck();
    const pagesStream = this.notion.getPages(this.databaseId, params);

    for await (const page of pagesStream) {
      const changes = [];
      let isNewPage = false;
      let propertyHasChanged = false;

      newLastUpdatedTimestamp = Math.max(
        newLastUpdatedTimestamp,
        Date.parse(page.last_edited_time),
      );

      if (lastCheckedTimestamp > Date.parse(page.last_edited_time)) {
        break;
      }

      for (const propertyName of propertiesToCheck) {
        const previousValue = structuredClone(propertyValues[page.id]?.[propertyName]);
        // value used to compare and to save to this.db
        const currentValueToSave = this._maybeRemoveFileSubItems(page.properties[propertyName]);
        // (unmodified) value that should be emitted
        const currentValueToEmit = page.properties[propertyName];

        const pageExistsInDB = propertyValues[page.id] != null;
        const propertyChanged =
          JSON.stringify(previousValue) !== JSON.stringify(currentValueToSave);

        if (pageExistsInDB && propertyChanged) {
          propertyHasChanged = true;
          propertyValues[page.id] = {
            ...propertyValues[page.id],
            [propertyName]: currentValueToSave,
          };
          changes.push({
            property: propertyName,
            previousValue,
            currentValue: currentValueToEmit,
          });
        }

        if (!pageExistsInDB) {
          isNewPage = true;
          propertyHasChanged = true;
          propertyValues[page.id] = {
            [propertyName]: currentValueToSave,
          };
          changes.push({
            property: propertyName,
            previousValue,
            currentValue: currentValueToEmit,
          });
        }
      }

      if (isNewPage && !this.includeNewPages) {
        console.log(`Ignoring new page: ${page.id}`);
        continue;
      }

      if (propertyHasChanged) {
        this._emitEvent(page, changes, isNewPage);
      }
    }

    this._setLastUpdatedTimestamp(newLastUpdatedTimestamp);
    this._setPropertyValues(propertyValues);
  },
  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
NotionnotionappThis component uses the Notion app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer
Database IDdatabaseIdstringSelect a value from the drop down menu.
Include New PagesincludeNewPagesboolean

Set to true to emit events when pages are created. Set to false to ignore new pages.

Property Typespropertiesstring[]Select a value from the drop down menu.

Trigger Authentication

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

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

About 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.

Action

Description:Analyze an image with Astica AI [See the documentation](https://astica.ai/vision/documentation/)
Version:0.0.1
Key:astica_ai-describe-image

astica.ai Overview

The Astica.ai API affords developers the ability to tap into advanced natural language processing (NLP) capabilities. By integrating this API into Pipedream workflows, you can automate text analysis, summarization, sentiment analysis, and more, leveraging the AI-powered insights to enrich applications or streamline processes. Pipedream’s serverless platform makes it painless to set up event-driven workflows that respond to various triggers and manipulate or move data between apps with no need for infrastructure management.

Action Code

import asticaAi from "../../astica_ai.app.mjs";

export default {
  name: "Describe Image",
  description: "Analyze an image with Astica AI [See the documentation](https://astica.ai/vision/documentation/)",
  key: "astica_ai-describe-image",
  version: "0.0.1",
  type: "action",
  props: {
    asticaAi,
    image: {
      type: "string",
      label: "Image",
      description: "The URL of the image to analyze",
    },
    describe: {
      type: "boolean",
      label: "Describe",
      description: "Returns a caption which describes the image.",
      optional: true,
      default: false,
    },
    gpt: {
      type: "boolean",
      label: "GPT",
      description: "Uses the result of asticaVision to create a GPT description. Using this parameter increases the processing time of your API request. Be Patient.",
      optional: true,
      default: false,
    },
    gpt_detailed: {
      type: "boolean",
      label: "GPT Detailed",
      description: "Uses the result of asticaVision to create a GPT-4 description. Using this parameter greatly increases the processing time of your API request. Please be patient.",
      optional: true,
      default: false,
    },
    faces: {
      type: "boolean",
      label: "Faces",
      description: "Returns the age and gender of all faces detected in the image.",
      optional: true,
      default: false,
    },
    moderate: {
      type: "boolean",
      label: "Moderate",
      description: "Returns a calculated value for different types of sensitive materials found in the image.",
      optional: true,
      default: false,
    },
    tags: {
      type: "boolean",
      label: "Tags",
      description: "Returns a list of descriptive terms which describe the image.",
      optional: true,
      default: false,
    },
    brands: {
      type: "boolean",
      label: "Brands",
      description: "Returns a list of brands that have been identified. For example, a logo on a cup, or a t-shirt.",
      optional: true,
      default: false,
    },
    celebrities: {
      type: "boolean",
      label: "Celebrities",
      description: "Returns a list of celebrities and other known persons that have been detected in the photo.",
      optional: true,
      default: false,
    },
    landmarks: {
      type: "boolean",
      label: "Landmarks",
      description: "Returns a list of known locations and landmarks found in the photo. For example, the Eiffel Tower.",
      optional: true,
      default: false,
    },
  },
  async run({ $ }) {
    const {
      asticaAi,
      image,
      ...otherProps
    } = this;

    const visionParams = [];
    for (const [
      key,
      value,
    ] of Object.entries(otherProps)) {
      if (value) {
        visionParams.push(key);
      }
    }

    const response = await asticaAi.describeImage({
      data: {
        input: image,
        visionParams: visionParams.join(","),
        modelVersion: "2.1_full",
        gpt_prompt: "",
        gpt_length: "90",
      },
      $,
    });

    if (response?.status === "success") {
      $.export("$summary", "Successfully analyzed image.");
    }

    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
astica.aiasticaAiappThis component uses the astica.ai app.
Imageimagestring

The URL of the image to analyze

Describedescribeboolean

Returns a caption which describes the image.

GPTgptboolean

Uses the result of asticaVision to create a GPT description. Using this parameter increases the processing time of your API request. Be Patient.

GPT Detailedgpt_detailedboolean

Uses the result of asticaVision to create a GPT-4 description. Using this parameter greatly increases the processing time of your API request. Please be patient.

Facesfacesboolean

Returns the age and gender of all faces detected in the image.

Moderatemoderateboolean

Returns a calculated value for different types of sensitive materials found in the image.

Tagstagsboolean

Returns a list of descriptive terms which describe the image.

Brandsbrandsboolean

Returns a list of brands that have been identified. For example, a logo on a cup, or a t-shirt.

Celebritiescelebritiesboolean

Returns a list of celebrities and other known persons that have been detected in the photo.

Landmarkslandmarksboolean

Returns a list of known locations and landmarks found in the photo. For example, the Eiffel Tower.

Action Authentication

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

About astica.ai

Integrate artificial intelligence into your applications without deploying models and no infra.

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