with DigitalOcean Spaces and Hugging Face?
Want to have a nice know-it-all bot that can answer any question?. This action allows you to ask a question and get an answer from a trained model. See the docs
This task reads some image input and outputs the likelihood of classes. This action allows you to classify images into categories. See the docs
This task is well known to translate text from one language to another. See the docs
DigitalOcean Spaces API permits you to manage object storage, allowing for the storage and serving of massive amounts of data. This API is great for backing up, archiving, and providing public access to data or assets. On Pipedream, you can use this API to automate file operations like uploads, downloads, and deletions, as well as manage permissions and metadata. You can integrate it with other services for end-to-end workflow automation.
import { S3 } from "@aws-sdk/client-s3";
import { ListBucketsCommand } from "@aws-sdk/client-s3";
export default defineComponent({
props: {
digitalocean_spaces: {
type: "app",
app: "digitalocean_spaces"
}
},
async run({ steps, $ }) {
console.log(this.digitalocean_spaces.$auth)
const s3Client = new S3({
forcePathStyle: false, // Configures to use subdomain/virtual calling format.
endpoint: `https://${this.digitalocean_spaces.$auth.region}.digitaloceanspaces.com`,
region: "us-east-1",
credentials: {
accessKeyId: this.digitalocean_spaces.$auth.key,
secretAccessKey: this.digitalocean_spaces.$auth.secret
}
});
const data = await s3Client.send(new ListBucketsCommand({}));
return data.Buckets;
},
})
The Hugging Face API provides access to a vast range of machine learning models, primarily for natural language processing (NLP) tasks like text classification, translation, summarization, and question answering. It lets you leverage pre-trained models and fine-tune them on your data. Using the API within Pipedream, you can automate workflows that involve language processing, integrate AI insights into your apps, or respond to events with AI-generated content.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
hugging_face: {
type: "app",
app: "hugging_face",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://huggingface.co/api/whoami-v2`,
headers: {
Authorization: `Bearer ${this.hugging_face.$auth.access_token}`,
},
})
},
})