Summarize Text with OpenAI (ChatGPT) API on New Simulation Completed from Diabatix ColdStream API

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New Simulation Completed from the Diabatix ColdStream API

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Summarize Text with the OpenAI (ChatGPT) API

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Getting Started#

This integration creates a workflow with a Diabatix ColdStream 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 Simulation Completed trigger
1. Connect your Diabatix ColdStream account
2. Configure timer
3. Select a Organization ID
4. Select a Project ID
Configure the Summarize Text action
1. Connect your OpenAI (ChatGPT) account
2. Select a Model
3. Optional- Configure Max Tokens
4. Optional- Configure Temperature
5. Optional- Configure Top P
6. Optional- Configure N
7. Optional- Configure Stop
8. Optional- Configure Presence Penalty
9. Optional- Configure Frequency Penalty
10. Optional- Configure User
11. Configure Text
12. Optional- Select a Summary Length
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 Simulation Completed on Diabatix ColdStream

Description:Emit new event when a simulation has been successfully completed.

Version:0.0.1

Key:diabatix_coldstream-simulation-completed

View on GitHub

Diabatix ColdStream Overview#

The Diabatix ColdStream API provides automated thermal analysis capabilities, allowing users to streamline the cooling design process for various components and devices. With this API, you can automate the design of thermal systems, optimize existing cooling solutions, and simulate different scenarios to find the most effective thermal management strategy. In Pipedream, you can leverage this API to build automated workflows that integrate thermal analysis into your engineering cycles, ensuring your designs meet the necessary thermal specifications before physical prototypes are ever built.

Trigger Code#

import { DEFAULT_POLLING_SOURCE_TIMER_INTERVAL } from "@pipedream/platform";
import coldstream from "../../diabatix_coldstream.app.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  key: "diabatix_coldstream-simulation-completed",
  name: "New Simulation Completed",
  description: "Emit new event when a simulation has been successfully completed.",
  version: "0.0.1",
  type: "source",
  dedupe: "unique",
  props: {
    coldstream,
    db: "$.service.db",
    timer: {
      type: "$.interface.timer",
      default: {
        intervalSeconds: DEFAULT_POLLING_SOURCE_TIMER_INTERVAL,
      },
    },
    organizationId: {
      propDefinition: [
        coldstream,
        "organizationId",
      ],
    },
    projectId: {
      propDefinition: [
        coldstream,
        "projectId",
        ({ organizationId }) => ({
          organizationId,
        }),
      ],
    },
  },
  methods: {
    _getLastId() {
      return this.db.get("lastId") || 0;
    },
    _setLastId(lastId) {
      this.db.set("lastId", lastId);
    },
    async startEvent(maxResults = 0) {
      const lastId = this._getLastId();

      const response = this.coldstream.paginate({
        fn: this.coldstream.listCases,
        maxResults,
        projectId: this.projectId,
        params: {
          "Status": 2,
          "SortField.Name": "created",
          "SortField.Order": 1,
        },
      });

      let responseArray = [];

      for await (const item of response) {
        if (item.id <= lastId) break;
        responseArray.push(item);
      }

      if (responseArray.length) this._setLastId(responseArray[0].id);

      for (const item of responseArray.reverse()) {
        this.$emit(item, {
          id: item.id,
          summary: `New simulation completed with Id: ${item.id}`,
          ts: Date.parse(item.created),
        });
      }
    },
  },
  hooks: {
    async deploy() {
      await this.startEvent(25);
    },
  },
  async run() {
    await this.startEvent();
  },
  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
Diabatix ColdStream	`coldstream`	`app`	This component uses the Diabatix ColdStream app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Organization ID	`organizationId`	`integer`	Select a value from the drop down menu.
Project ID	`projectId`	`integer`	Select a value from the drop down menu.

Trigger Authentication#

Diabatix ColdStream uses OAuth authentication. When you connect your Diabatix ColdStream account, Pipedream will open a popup window where you can sign into Diabatix ColdStream and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Diabatix ColdStream API.

Pipedream requests the following authorization scopes when you connect your account:

About Diabatix ColdStream#

New generation of generative design software for thermal & flow topology optimization for optimal heat sink design

Action#

Summarize Text on OpenAI (ChatGPT)

Description:Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)

Version:0.1.2

Key:openai-summarize

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 common from "../common/common-helper.mjs";
import constants from "../../common/constants.mjs";

export default {
  ...common,
  name: "Summarize Text",
  version: "0.1.2",
  key: "openai-summarize",
  description: "Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)",
  type: "action",
  props: {
    ...common.props,
    text: {
      label: "Text",
      description: "The text to summarize",
      type: "string",
    },
    length: {
      label: "Summary Length",
      description: "The length of the summary",
      type: "string",
      optional: true,
      options: constants.SUMMARIZE_LENGTH,
    },
  },
  methods: {
    ...common.methods,
    systemInstructions() {
      return "Your goal is to summarize the text the user provides. Please follow the length guidelines presented in the prompt.";
    },
    maxLength() {
      return this.length
        ? ` in one ${this.length}`
        : "";
    },
    userMessage() {
      return `Summarize the following text${this.maxLength()}: ${this.text}`;
    },
    formatOutput({
      messages, response,
    }) {
      if (!messages || !response) {
        throw new Error("Invalid API output, please reach out to https://pipedream.com/support");
      }
      const output = {
        messages,
      };
      if (this.n > 1) {
        output.summaries = response.choices?.map(({ message }) => message.content);
      } else {
        output.summary = response.choices?.[0]?.message?.content;
      }
      return output;
    },
  },
};

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.
Model	`modelId`	`string`	Select a value from the drop down menu.
Max Tokens	`maxTokens`	`integer`	The maximum number of tokens to generate in the completion.
Temperature	`temperature`	`string`	Optional. What sampling temperature to use. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 (argmax sampling) for ones with a well-defined answer.
Top P	`topP`	`string`	An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or `temperature` but not both.
N	`n`	`integer`	How many completions to generate for each prompt
Stop	`stop`	`string[]`	Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.
Presence Penalty	`presencePenalty`	`string`	Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics.
Frequency Penalty	`frequencyPenalty`	`string`	Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.
User	`user`	`string`	A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.
Text	`text`	`string`	The text to summarize
Summary Length	`length`	`string`	Select a value from the drop down menu:`wordsentenceparagraphpage`

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) + Diabatix ColdStream#

Other Popular Integrations#

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Summarize Text with OpenAI (ChatGPT) API on New Simulation Completed from Diabatix ColdStream API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Diabatix ColdStream and 2,400+ other apps remarkably fast.

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

Developers ♥ Pipedream

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