Integrate the LlamaIndex API with the MongoDB API

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

Start for free — no credit card required

Watch a demo

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

Popular LlamaIndex and MongoDB Triggers#

New Collection from the MongoDB API

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

Try it

New Database from the MongoDB API

Emit new an event when a new database is added

Try it

New Document from the MongoDB API

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

Try it

New Field in Document from the MongoDB API

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

Try it

Popular LlamaIndex and MongoDB Actions#

Create New Document with the MongoDB API

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

Try it

Delete a Document with the MongoDB API

Delete a single document by ID. See the docs here

Try it

Execute Aggregation with the MongoDB API

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

Try it

Find Document with the MongoDB API

Finds a document by a query filter. See the documentation

Try it

Find Document by Id with the MongoDB API

Retrieves a single document by ID. See the docs here

Try it

Connect LlamaIndex#

import { axios } from "@pipedream/platform";
import FormData from "form-data";
import request from "request";

export default defineComponent({
  props: {
    llamaindex: {
      type: "app",
      app: "llamaindex",
    }
  },
  async run({steps, $}) {
    const data = new FormData();
    data.append("file", request("https://www.learningcontainer.com/wp-content/uploads/2019/09/sample-pdf-file.pdf")); 
    return await axios($, {
      method: "POST",
      url: `${this.llamaindex.$auth.url}/api/parsing/upload`,
      headers: {
        "Content-Type": `multipart/form-data`,
        Authorization: `Bearer ${this.llamaindex.$auth.api_key}`,
      },
      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#

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()
  },
})

Start for free — no credit card required

Watch a demo