AI21 Studio provides API access to Jurassic-1 large-language-models. Our models power text generation and comprehension features in thousands of live applications.
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
Studio by AI21 Labs API enables the crafting of human-like text using advanced language models. It can generate content, answer questions, summarize text, or even customize language models for specific tasks. When integrated into Pipedream, this API becomes part of powerful automations that can process and generate textual content dynamically, reacting to various triggers such as incoming emails, form submissions, or scheduled events.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
studio_by_ai21_labs: {
type: "app",
app: "studio_by_ai21_labs",
}
},
async run({steps, $}) {
const data = {
"text": `Pipedream is the fastest way to automate any process that connects APIs. Build and run workflows with code-level control when you need it, and no code when you don't. The Pipedream platform includes a serverless runtime and workflow service, source-available triggers and actions for hundreds of integrated apps, and one-click OAuth and key-based authentication for more than 1000 APIs (use tokens directly in code or with pre-built actions).`,
}
return await axios($, {
method: "post",
url: `https://api.ai21.com/studio/v1/experimental/summarize`,
headers: {
Authorization: `Bearer ${this.studio_by_ai21_labs.$auth.api_key}`,
"Content-Type": `application/json`,
},
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()
},
})