with Google PaLM and Heap?
Generate embeddings using Google PaLM. See the docs here
The Google PaLM API is a cutting-edge language model that allows developers to integrate advanced natural language understanding into their applications. On Pipedream, you can harness this power to create serverless workflows that react to various triggers and perform actions based on the insights and outputs from PaLM. Whether it's generating content, summarizing text, or understanding user intent, PaLM's capabilities can be integrated into Pipedream workflows to automate complex tasks involving language.
import { v1beta2 } from "@google-ai/generativelanguage";
import { GoogleAuth } from "google-auth-library";
export default defineComponent({
props: {
google_palm_api: {
type: "app",
app: "google_palm_api",
}
},
async run({ steps, $ }) {
const client = new v1beta2.TextServiceClient({
authClient: new GoogleAuth().fromAPIKey(this.google_palm_api.$auth.palm_api_key),
});
const text = "Repeat after me: one, two,";
const model = "models/text-bison-001";
return await client
.generateText({
model,
prompt: {
text,
},
})
},
})
The Heap API enables you to automate and integrate your user analytics data with other applications. With Heap, you can extract insights on how users interact with your product, track events without code, and funnel this data into your CRM, marketing tools, or custom dashboards. It's about connecting the dots between user actions and your strategic moves. Heap's API lets you push or pull data, so you're always up-to-date on user behavior and can personalize user experiences at scale.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
heap: {
type: "app",
app: "heap",
}
},
async run({steps, $}) {
// From the docs: https://docs.heap.io/reference#track-1
// "Requests are limited to 30 requests per 30 seconds per identity per app_id"
return await axios($, {
method: "POST",
url: `https://heapanalytics.com/api/track`,
headers: {
"Content-Type": "application/json",
},
data: {
app_id: this.heap.$auth.app_id,
identity: params.identity,
event: params.event,
timestamp: params.timestamp || (new Date()).toISOString(),
properties: params.properties,
}
})
},
})