Exa (Formerly Metaphor)

Search Rebuilt for AI. The Exa API retrieves the best content on the web using embeddings-based search.

Integrate the Exa (Formerly Metaphor) API with the MongoDB API

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

Find Similar Links with Exa (Formerly Metaphor) API on New Collection from MongoDB API
MongoDB + Exa (Formerly Metaphor)
 
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Find Similar Links with Exa (Formerly Metaphor) API on New Database from MongoDB API
MongoDB + Exa (Formerly Metaphor)
 
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Find Similar Links with Exa (Formerly Metaphor) API on New Document from MongoDB API
MongoDB + Exa (Formerly Metaphor)
 
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Find Similar Links with Exa (Formerly Metaphor) API on New Field in Document from MongoDB API
MongoDB + Exa (Formerly Metaphor)
 
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Get Contents of Documents with Exa (Formerly Metaphor) API on New Collection from MongoDB API
MongoDB + Exa (Formerly Metaphor)
 
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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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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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Find Similar Links with the Exa (Formerly Metaphor) API

Find similar links to the link provided. See the documentation](https://docs.metaphor.systems/reference/findsimilar)

 
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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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Get Contents of Documents with the Exa (Formerly Metaphor) API

Retrieve contents of documents based on a list of document IDs. See the documentation. It is used to instantly get content for documents, given the IDs of the documents. We currently support extracts - the first 1000 tokens (~750 words) of parsed HTML for a site. Note that each piece of content retrieved costs 1 request. Also note that instant is a little bit of a lie if you are using keyword search, in which case contents might take a few seconds to retrieve.

 
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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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Search with the Exa (Formerly Metaphor) API

Perform a search with a Metaphor prompt-engineered query and retrieve a list of relevant results. See the documentation

 
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Overview of Exa (Formerly Metaphor)

The Exa (Formerly Metaphor) API enables you to enrich your applications with machine learning-powered insights and data processing capabilities. With Exa, you can perform advanced data analysis, extract meaningful patterns, and automate decision-making processes within your projects. By integrating this API with Pipedream, you can create seamless workflows that leverage these intelligent features alongside other services to streamline your operations, enhance data intelligence, and drive innovation.

Connect Exa (Formerly Metaphor)

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    metaphor: {
      type: "app",
      app: "metaphor",
    }
  },
  async run({steps, $}) {
    const data = {
      "query": `test`,
    }
    return await axios($, {
      method: "post",
      url: `https://api.metaphor.systems/search`,
      headers: {
        "accept": `application/json`,
        "Content-Type": `application/json`,
        "x-api-key": `${this.metaphor.$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

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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()
  },
})