Analyze Image Content with OpenAI (ChatGPT) API on New Run Needs Attention (Instant) from Scalr API

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New Run Needs Attention (Instant) from the Scalr API

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Analyze Image Content with the OpenAI (ChatGPT) API

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Getting Started#

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

Select this integration
Configure the New Run Needs Attention (Instant) trigger
1. Connect your Scalr account
2. Select a Account ID
Configure the Analyze Image Content action
1. Connect your OpenAI (ChatGPT) account
2. Configure Message
3. Optional- Select a File ID
4. Optional- Configure File Path or 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#

New Run Needs Attention (Instant) on Scalr

Description:Emit new event when a new run needs attention. [See the documentation](https://docs.scalr.io/reference/create_webhook_integration)

Version:0.0.1

Key:scalr-new-run-needs-attention

View on GitHub

Scalr Overview#

The Scalr API enables programmatic interaction with Scalr's infrastructure management and automation capabilities. On Pipedream, you can harness this API to create diverse workflows that automate cloud resource provisioning, management, and monitoring. These workflows can trigger on various events and integrate with other services to streamline your DevOps processes.

Trigger Code#

import common from "../common/common.mjs";

export default {
  ...common,
  name: "New Run Needs Attention (Instant)",
  version: "0.0.1",
  key: "scalr-new-run-needs-attention",
  description: "Emit new event when a new run needs attention. [See the documentation](https://docs.scalr.io/reference/create_webhook_integration)",
  type: "source",
  dedupe: "unique",
  hooks: {
    ...common.hooks,
  },
  methods: {
    ...common.methods,
    getWebhookEventType() {
      return "run:needs_attention";
    },
    async emitEvent(data) {

      this.$emit(data, {
        id: data.run.id,
        summary: `New run with ID ${data.run.id} needs attention`,
        ts: Date.parse(data.run["created-at"]),
      });
    },
  },
};

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
Scalr	`scalr`	`app`	This component uses the Scalr 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.
Account ID	`accountId`	`string`	Select a value from the drop down menu.

Trigger Authentication#

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

About Scalr#

Scalr is a remote state & operations backend for Terraform with full CLI support & many quality of life features

Action#

Analyze Image Content on OpenAI (ChatGPT)

Description:Send a message or question about an image and receive a response. [See the documentation](https://platform.openai.com/docs/api-reference/runs/createThreadAndRun)

Version:1.0.0

Key:openai-analyze-image-content

View on GitHub

OpenAI (ChatGPT) Overview#

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Action Code#

import openai from "../../openai.app.mjs";
import common from "../common/common-assistants.mjs";
import FormData from "form-data";
import { getFileStreamAndMetadata } from "@pipedream/platform";

export default {
  ...common,
  key: "openai-analyze-image-content",
  name: "Analyze Image Content",
  description: "Send a message or question about an image and receive a response. [See the documentation](https://platform.openai.com/docs/api-reference/runs/createThreadAndRun)",
  version: "1.0.0",
  type: "action",
  props: {
    openai,
    message: {
      type: "string",
      label: "Message",
      description: "The message or question to send",
    },
    imageFileId: {
      propDefinition: [
        openai,
        "fileId",
        () => ({
          purpose: "vision",
        }),
      ],
      optional: true,
    },
    filePath: {
      type: "string",
      label: "File Path or URL",
      description: "The image to process. Provide either a file URL or a path to a file in the `/tmp` directory (for example, `/tmp/myFile.jpg`). Supported image types: jpeg, jpg, png, gif, webp",
      optional: true,
    },
  },
  async run({ $ }) {
    const { id: assistantId } = await this.openai.createAssistant({
      $,
      data: {
        model: "gpt-4o", // replaced from "gpt-4-vision-preview" - see https://platform.openai.com/docs/deprecations
      },
    });

    const data = {
      assistant_id: assistantId,
      thread: {
        messages: [
          {
            role: "user",
            content: [
              {
                type: "text",
                text: this.message,
              },
            ],
          },
        ],
      },
      model: this.model,
    };
    if (this.imageUrl) {
      data.thread.messages[0].content.push({
        type: "image_url",
        image_url: {
          url: this.imageUrl,
        },
      });
    }
    if (this.imageFileId) {
      data.thread.messages[0].content.push({
        type: "image_file",
        image_file: {
          file_id: this.imageFileId,
        },
      });
    }
    if (this.filePath) {
      const fileData = new FormData();
      const {
        stream, metadata,
      } = await getFileStreamAndMetadata(this.filePath);
      fileData.append("purpose", "vision");
      fileData.append("file", stream, {
        contentType: metadata.contentType,
        knownLength: metadata.size,
        filename: metadata.name,
      });

      const { id } = await this.openai.uploadFile({
        $,
        data: fileData,
        headers: fileData.getHeaders(),
      });

      data.thread.messages[0].content.push({
        type: "image_file",
        image_file: {
          file_id: id,
        },
      });
    }

    let run;
    run = await this.openai.createThreadAndRun({
      $,
      data,
    });
    const runId = run.id;
    const threadId = run.thread_id;

    run = await this.pollRunUntilCompleted(run, threadId, runId, $);

    // get response;
    const { data: messages } = await this.openai.listMessages({
      $,
      threadId,
      params: {
        order: "desc",
      },
    });
    const response = messages[0].content[0].text.value;
    return {
      response,
      messages,
      run,
    };
  },
};

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
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
Message	`message`	`string`	The message or question to send
File ID	`imageFileId`	`string`	Select a value from the drop down menu.
File Path or URL	`filePath`	`string`	The image to process. Provide either a file URL or a path to a file in the `/tmp` directory (for example, `/tmp/myFile.jpg`). Supported image types: jpeg, jpg, png, gif, webp

Action Authentication#

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

About OpenAI (ChatGPT)#

OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.

More Ways to Connect OpenAI (ChatGPT) + Scalr#

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Analyze Image Content with OpenAI (ChatGPT) API on New Run Needs Attention (Instant) from Scalr API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Scalr 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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