What do you want to automate
with HumanLoop and Data Stores?
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Popular HumanLoop and Data Stores Actions#
Add or update a single record in your Pipedream Data Store
Add or update multiple records to your Pipedream Data Store
Append to a record in your data store Pipedream Data Store. If the record does not exist, a new record will be created in an array format.
Check if a key exists in your Pipedream Data Store or create one if it doesn't exist.
Overview of HumanLoop#
The HumanLoop API provides a robust platform for incorporating AI and machine learning model feedback loops into applications, enabling continuous improvement of models based on human input. With Pipedream's capabilities, you can trigger workflows upon receiving data, process and analyze that data, and send it to HumanLoop to further train your AI models. This integration allows you to automate the data annotation process, handle user feedback, and improve your machine learning models over time.
Connect HumanLoop#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
humanloop: {
type: "app",
app: "humanloop",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.humanloop.com/v3/projects`,
headers: {
"X-API-KEY": `${this.humanloop.$auth.api_key}`,
"accept": `application/json`,
},
})
},
})
Overview of Data Stores#
Data Stores are a key-value store that allow you to persist state and share data across workflows. You can perform CRUD operations, enabling dynamic data management within your serverless architecture. Use it to save results from API calls, user inputs, or interim data; then read, update, or enrich this data in subsequent steps or workflows. Data Stores simplify stateful logic and cross-workflow communication, making them ideal for tracking process statuses, aggregating metrics, or serving as a simple configuration store.
Connect Data Stores#
export default defineComponent({
props: {
myDataStore: {
type: "data_store",
},
},
async run({ steps, $ }) {
await this.myDataStore.set("key_here","Any serializable JSON as the value")
return await this.myDataStore.get("key_here")
},
})Trusted by 1,000,000+ developers from startups to Fortune 500 companies