Integrate the Leap API with the MongoDB API

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

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Popular Ways to Connect Leap with MongoDB#

Create Image Generation Job with Leap API on New Collection from MongoDB API

MongoDB + Leap

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Create Image Generation Job with Leap API on New Database from MongoDB API

MongoDB + Leap

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Create Image Generation Job with Leap API on New Document from MongoDB API

MongoDB + Leap

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Create Image Generation Job with Leap API on New Field in Document from MongoDB API

MongoDB + Leap

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Create Model with Leap API on New Collection from MongoDB API

MongoDB + Leap

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Popular Leap and MongoDB Triggers#

New Image Sample Created from the Leap API

Emit new event when a new image sample is created for a model. See the documentation

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New Model Created from the Leap API

Emit new event when a new model is created. See the documentation

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New Model Version Created from the Leap API

Emit new event when a new model version is created/queued for training. See the documentation

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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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Popular Leap and MongoDB Actions#

Create Image Generation Job with the Leap API

Queues an image generation job and returns the job details. See the documentation

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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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Create Model with the Leap API

Creates a new custom model entity, which serves as a container that can be trained on custom images. See the documentation

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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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Execute Aggregation with the MongoDB API

Execute an aggregation pipeline on a MongoDB collection. See the documentation

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Overview of Leap#

The Leap API enables automated interactions with the Leap.ai platform, which focuses on matching users with optimal job opportunities based on skills and preferences. In Pipedream, you can harness this API to create workflows that streamline the job search process, manage and analyze job matching data, or even integrate with other platforms to enhance the job seeking experience. With Pipedream's serverless execution environment, you can trigger these workflows on a schedule, via webhooks, or in response to events from other apps.

Connect Leap#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    leap: {
      type: "app",
      app: "leap",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.tryleap.ai/api/v1/images/models`,
      headers: {
        Authorization: `Bearer ${this.leap.$auth.api_key}`,
        "accept": `application/json`,
      },
    })
  },
})

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#

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()
  },
})

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