Extract any custom user-defined entities from free text such as names, dates, prices and more!
Extract custom data from text using AI Textraction. See the documentation
Create a new document in a collection of your choice. See the docs here
Execute an aggregation pipeline on a MongoDB collection. See the documentation
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
ai_textraction: {
type: "app",
app: "ai_textraction",
}
},
async run({steps, $}) {
const data = {"text":"John Doe is a software engineer with 5 years of experience. He specializes in web development and has expertise in multiple programming languages such as JavaScript, Python, and HTML. John has worked on various projects, including e-commerce websites and mobile applications. In his free time, John enjoys playing the guitar, hiking, and reading books.","entities":[{"var_name":"first_name","type":"string","description":"first name of the person"},{"var_name":"last_name","type":"string","description":"last name of the person"},{"var_name":"years_of_experience","type":"integer","description":"years of experience"},{"var_name":"programming_languages","type":"array[string]","description":"programming languages experienced with"},{"var_name":"hobbies","type":"array[string]","description":"hobbies"}]}
return await axios($, {
method: "post",
url: `https://ai-textraction.p.rapidapi.com/textraction`,
headers: {
"x-rapidapi-host": `ai-textraction.p.rapidapi.com`,
"x-rapidapi-key": `${this.ai_textraction.$auth.rapid_key}`,
},
data,
})
},
})
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.
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()
},
})