Detect Object From Image with Roboflow API on Thread Label Changed from Plain API

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Trigger workflow on

Thread Label Changed from the Plain API

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Detect Object From Image with the Roboflow API

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Getting Started#

This integration creates a workflow with a Plain trigger and Roboflow action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the Thread Label Changed trigger
1. Connect your Plain account
Configure the Detect Object From Image action
1. Connect your Roboflow account
2. Select a Project
3. Select a Dataset
4. Optional- Configure File Path
5. Optional- Configure File URL
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

Thread Label Changed on Plain

Description:Emit new event when a thread label is changed.

Version:0.0.1

Key:plain-thread-label-changed

View on GitHub

Plain Overview#

The Plain API provides functionality for automating customer support tasks, such as managing conversations, customers, and team inboxes. Within Pipedream, you can leverage these features to create custom workflows that respond to events from your app or external services, triggering actions in Plain. By integrating the Plain API with Pipedream, you can enhance customer support efficiency, streamline communication, and keep customer data synchronized across platforms.

Trigger Code#

import common from "../common/base-webhook.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  ...common,
  key: "plain-thread-label-changed",
  name: "Thread Label Changed",
  description: "Emit new event when a thread label is changed.",
  version: "0.0.1",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    getEventType() {
      return "thread.thread_labels_changed";
    },
    getSummary({ payload }) {
      return `Thread Label Changed ID ${payload.thread.id}`;
    },
  },
  sampleEmit,
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
Plain	`plain`	`app`	This component uses the Plain app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
N/A	`http`	`$.interface.http`	This component uses `$.interface.http` to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the `run()` method of the component.

Trigger Authentication#

Plain uses API keys for authentication. When you connect your Plain account, Pipedream securely stores the keys so you can easily authenticate to Plain APIs in both code and no-code steps.

To get an API key, follow the following instructions: https://www.plain.com/docs/api-reference/graphql/authentication

About Plain#

Customer support for modern tools. Fast, flexible and extendable.

Action#

Detect Object From Image on Roboflow

Description:Run inference on your object detection models hosted on Roboflow. [See the documentation](https://docs.roboflow.com/deploy/hosted-api/object-detection).

Version:0.0.1

Key:roboflow-detect-object-from-image

View on GitHub

Roboflow Overview#

The Roboflow API is a robust machine learning interface that allows developers to upload, annotate, train, and deploy computer vision models. Using Pipedream, you can create powerful, serverless workflows to automate tasks involving image and video processing. With the API, you can programmatically manage datasets, kick off model training, and utilize trained models to analyze new data.

Action Code#

import roboflow from "../../roboflow.app.mjs";
import { ConfigurationError } from "@pipedream/platform";
import fs from "fs";

export default {
  key: "roboflow-detect-object-from-image",
  name: "Detect Object From Image",
  description: "Run inference on your object detection models hosted on Roboflow. [See the documentation](https://docs.roboflow.com/deploy/hosted-api/object-detection).",
  version: "0.0.1",
  type: "action",
  props: {
    roboflow,
    projectId: {
      propDefinition: [
        roboflow,
        "projectId",
      ],
    },
    datasetId: {
      propDefinition: [
        roboflow,
        "datasetId",
        (c) => ({
          projectId: c.projectId,
        }),
      ],
    },
    filePath: {
      propDefinition: [
        roboflow,
        "filePath",
      ],
    },
    fileUrl: {
      propDefinition: [
        roboflow,
        "fileUrl",
      ],
    },
  },
  async run({ $ }) {
    if ((!this.filePath && !this.fileUrl) || (this.filePath && this.fileUrl)) {
      throw new ConfigurationError("Exactly one of file Path or File URL must be specified.");
    }

    const args = {
      datasetId: this.datasetId,
      $,
    };

    if (this.filePath) {
      args.data = fs.readFileSync(this.filePath, {
        encoding: "base64",
      });
      args.headers = {
        "Content-Type": "application/x-www-form-urlencoded",
      };
    }
    if (this.fileUrl) {
      args.params = {
        image: this.fileUrl,
      };
    }

    const response = await this.roboflow.detectObject(args);

    if (!response?.error) {
      $.export("$summary", "Successfully ran object detection inference model on image.");
    }

    return response;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Roboflow	`roboflow`	`app`	This component uses the Roboflow app.
Project	`projectId`	`string`	Select a value from the drop down menu.
Dataset	`datasetId`	`string`	Select a value from the drop down menu.
File Path	`filePath`	`string`	The path to the image file saved to the `/tmp` directory (e.g. `/tmp/image.png`). See the documentation
File URL	`fileUrl`	`string`	The URL of the image file

Action Authentication#

Roboflow uses API keys for authentication. When you connect your Roboflow account, Pipedream securely stores the keys so you can easily authenticate to Roboflow APIs in both code and no-code steps.

To retrieve your Private API Key,

Navigate to your Roboflow account and sign in
Click the User dropdown on the top right, and go to “Settings”
Click one of your workspaces, then click “Roboflow API”

Detect Object From Image with Roboflow API on Thread Label Changed from Plain API

Pipedream makes it easy to connect APIs for Roboflow , Plain and 2,700+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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