Integrate the MongoDB API with the Cohere API

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

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Popular Ways to Connect MongoDB with Cohere#

Chat with Cohere API on New Collection from MongoDB API

MongoDB + Cohere

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Chat with Cohere API on New Database from MongoDB API

MongoDB + Cohere

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Chat with Cohere API on New Document from MongoDB API

MongoDB + Cohere

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Chat with Cohere API on New Field in Document from MongoDB API

MongoDB + Cohere

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Classify Text with Cohere API on New Collection from MongoDB API

MongoDB + Cohere

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Popular MongoDB and Cohere Triggers#

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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Popular MongoDB and Cohere Actions#

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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Chat with the Cohere API

Generates a text response to a user message. 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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Classify Text with the Cohere API

This action makes a prediction about which label fits the specified text inputs best. See the documentation

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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 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()
  },
})

Overview of Cohere#

The Cohere API enables the development of apps with advanced natural language understanding capabilities. Utilizing machine learning, it can help with tasks like text generation, summarization, sentiment analysis, and more. On Pipedream, you can seamlessly integrate Cohere's features into serverless workflows, triggering actions based on text input, processing large volumes of data, or even enhancing chatbots with more human-like responses.

Connect Cohere#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    cohere_platform: {
      type: "app",
      app: "cohere_platform",
    }
  },
  async run({steps, $}) {
    const data = {
      "text": `Tokenize this!`,
    }
    return await axios($, {
      method: "post",
      url: `https://api.cohere.ai/small/tokenize`,
      headers: {
        Authorization: `Bearer ${this.cohere_platform.$auth.api_key}`,
        "Content-Type": `application/json`,
      },
      data,
    })
  },
})

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