Google Vertex AI
Vertex AI offers everything you need to build and use generative AI—from AI solutions, to Search and Conversation, to 130+ foundation models, to a unified AI platform.
Integrate the Google Vertex AI API with the AWS API
Setup the Google Vertex AI API trigger to run a workflow which integrates with the AWS API. Pipedream's integration platform allows you to integrate Google Vertex AI and AWS remarkably fast. Free for developers.
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Popular Ways to Connect Google Vertex AI with AWS#
Popular Google Vertex AI and AWS Triggers#
Creates a Step Function State Machine to publish a message to an SNS topic at a specific timestamp. The SNS topic delivers the message to this Pipedream source, and the source emits it as a new event.
Creates an SNS topic in your AWS account. Messages published to this topic are emitted from the Pipedream source.
The source subscribes to all emails delivered to a specific domain configured in AWS SES. When an email is sent to any address at the domain, this event source emits that email as a formatted event. These events can trigger a Pipedream workflow and can be consumed via SSE or REST API.
Emit new event when a DynamoDB stream receives new events. See the docs here
Popular Google Vertex AI and AWS Actions#
Examines an image or video following given instructions. Results will contain the analysis findings. See the documentation
Analyzes a specified text for its underlying sentiment. See the documentation
Groups a provided text into predefined categories. See the documentation
Overview of Google Vertex AI#
With the Google Vertex AI API, you can tap into a robust suite of AI tools offered by Google Cloud to build, deploy, and scale machine learning models. Whether you're processing data, training custom models, or using pre-trained ones, Vertex AI provides a unified platform for AI development. In Pipedream, you can create serverless workflows that interact with Vertex AI, allowing you to automate tasks like model training, prediction, and resource management without provisioning your own infrastructure.
Connect Google Vertex AI#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
google_vertex_ai: {
type: "app",
app: "google_vertex_ai",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://www.googleapis.com/oauth2/v1/userinfo`,
headers: {
Authorization: `Bearer ${this.google_vertex_ai.$auth.oauth_access_token}`,
},
})
},
})
Overview of AWS#
The AWS API unlocks endless possibilities for automation with Pipedream. With this powerful combo, you can manage your AWS services and resources, automate deployment workflows, process data, and react to events across your AWS infrastructure. Pipedream offers a serverless platform for creating workflows triggered by various events that can execute AWS SDK functions, making it an efficient tool to integrate, automate, and orchestrate tasks across AWS services and other apps.
Connect AWS#
import AWS from 'aws-sdk'
export default defineComponent({
props: {
aws: {
type: "app",
app: "aws",
}
},
async run({steps, $}) {
const { accessKeyId, secretAccessKey } = this.aws.$auth
/* Now, pass the accessKeyId and secretAccessKey to the constructor for your desired service. For example:
const dynamodb = new AWS.DynamoDB({
accessKeyId,
secretAccessKey,
region: 'us-east-1',
})
*/
},
})Trusted by 1,000,000+ developers from startups to Fortune 500 companies