Levity

Train your own AI on documents, images, or text data to perform daily, repetitive tasks so your team can reach the next level of productivity

Integrate the Levity API with the MongoDB API

Setup the Levity API trigger to run a workflow which integrates with the MongoDB API. Pipedream's integration platform allows you to integrate Levity and MongoDB remarkably fast. Free for developers.

New Collection from the MongoDB API

Emit new an event when a new collection is added to a database

 
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New Database from the MongoDB API

Emit new an event when a new database is added

 
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New Document from the MongoDB API

Emit new an event when a new document is added to a collection

 
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New Field in Document from the MongoDB API

Emit new an event when a new field is added to a document

 
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Create New Document with the MongoDB API

Create a new document in a collection of your choice. See the docs here

 
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Delete a Document with the MongoDB API

Delete a single document by ID. See the docs here

 
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Find Document by Id with the MongoDB API

Retrieves a single document by ID. See the docs here

 
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Search Documents with the MongoDB API

Search for specific documents or return all documents. See the docs here

 
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Update a Document with the MongoDB API

Updates a single document by ID. See the docs here

 
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Overview of Levity

The Levity API provides a platform for creating AI-powered workflows that can classify images, text, and data with ease. Using this API in Pipedream, you can automate decision-making processes, enhance data categorization, and streamline content moderation by leveraging machine learning models. It integrates smoothly within Pipedream's serverless environment, allowing you to build complex workflows without spinning up a single server.

Connect Levity

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    levity: {
      type: "app",
      app: "levity",
    }
  },
  async run({steps, $}) {
    const data = {
      "url": `{replace_with_image_url}`,
    }
    return await axios($, {
      method: "post",
      url: `https://api.levity.ai/v1/classifiers/{your_classifier_id}/classify/`,
      headers: {
        "Authorization": `Token ${this.levity.$auth.api_key}`,
        "Content-Type": `application/json`,
      },
      data,
    })
  },
})

Overview of MongoDB

The MongoDB API provides powerful capabilities to interact with a MongoDB database, allowing you to perform CRUD (Create, Read, Update, Delete) operations, manage databases, and execute sophisticated queries. With Pipedream, you can harness these abilities to automate tasks, sync data across various apps, and react to events in real-time. It’s a combo that’s particularly potent for managing data workflows, syncing application states, or triggering actions based on changes to your data.

Connect MongoDB

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import mongodb from 'mongodb'

export default defineComponent({
  props: {
    mongodb: {
      type: "app",
      app: "mongodb",
    },
    collection: {
      type: "string"
    },
    filter: {
      type: "object"
    }
  },
  async run({steps, $}) {
    const MongoClient = mongodb.MongoClient
    
    const {
      database,
      hostname,
      username,
      password,
    } = this.mongodb.$auth
    
    const url = `mongodb+srv://${username}:${password}@${hostname}/test?retryWrites=true&w=majority`
    const client = await MongoClient.connect(url, { 
      useNewUrlParser: true, 
      useUnifiedTopology: true 
    })
    
    const db = client.db(database)

    const results = await db.collection(this.collection).find(this.filter).toArray();
    $.export('results', results);
    
    await client.close()
  },
})