← OpenAI (ChatGPT) + Algolia integrations

Create Objects with Algolia API on New Run State Changed from OpenAI (ChatGPT) API

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New Run State Changed from the OpenAI (ChatGPT) API
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Create Objects with the Algolia API
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Getting Started

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

  1. Select this integration
  2. Configure the New Run State Changed trigger
    1. Connect your OpenAI (ChatGPT) account
    2. Configure timer
    3. Configure Thread ID
  3. Configure the Create Objects action
    1. Connect your Algolia account
    2. Select a Index Name
    3. Configure Objects
    4. Optional- Configure Auto Generate Object ID If Not Present
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. 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

Description:Emit new event every time a run changes its status. [See the documentation](https://platform.openai.com/docs/api-reference/runs/listRuns)
Version:0.0.6
Key:openai-new-run-state-changed

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:

Trigger Code

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

export default {
  ...common,
  key: "openai-new-run-state-changed",
  name: "New Run State Changed",
  description: "Emit new event every time a run changes its status. [See the documentation](https://platform.openai.com/docs/api-reference/runs/listRuns)",
  version: "0.0.6",
  type: "source",
  dedupe: "unique",
  props: {
    ...common.props,
    threadId: {
      propDefinition: [
        common.props.openai,
        "threadId",
      ],
    },
  },
  methods: {
    ...common.methods,
    getStatusItems() {
      return this.db.get("statusItems");
    },
    setStatusItems(value) {
      this.db.set("statusItems", value);
    },
    async getData() {
      const {
        openai,
        threadId,
      } = this;

      const { data } = await openai.listRuns({
        threadId,
      });

      return data;
    },
    getMeta(item) {
      const ts = Date.now();
      return {
        id: `${item.id}-${ts}`,
        summary: `Run State Changed: ${item.id}`,
        ts,
      };
    },
    statusByItemId(itemId, statusItems) {
      const { [itemId]: status } = statusItems || {};
      return status;
    },
    buildStatusItems(data) {
      return data?.reduce((acc, item) => ({
        ...acc,
        [item.id]: item.status,
      }), {});
    },
    async getAndProcessItems(maxEvents) {
      const {
        getData,
        getStatusItems,
        setStatusItems,
        statusByItemId,
        buildStatusItems,
        getMeta,
        $emit: emit,
      } = this;

      const data = await getData();
      const statusItems = getStatusItems();

      Array.from(data)
        .reverse()
        .forEach((item, index) => {
          const statusChanged = statusByItemId(item.id, statusItems) !== item.status;
          if ((!maxEvents || index < maxEvents) && statusChanged) {
            emit(item, getMeta(item));
          }
        });

      setStatusItems(buildStatusItems(data));
    },
  },
  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.
LabelPropTypeDescription
OpenAI (ChatGPT)openaiappThis component uses the OpenAI (ChatGPT) app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer
Thread IDthreadIdstring

The unique identifier for the thread. Example: thread_abc123. To locate the thread ID, make sure your OpenAI Threads setting (Settings -> Organization/Personal -> General -> Features and capabilities -> Threads) is set to "Visible to organization owners" or "Visible to everyone". You can then access the list of threads and click on individual threads to reveal their IDs

Trigger 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.

Action

Description:Adds an array of JavaScript objects to the given index. [See docs here](https://www.algolia.com/doc/api-reference/api-methods/save-objects/)
Version:0.0.2
Key:algolia-create-objects

Algolia Overview

Algolia is a powerful search-as-a-service platform that makes it easy to deliver fast, relevant search experiences to users. The Algolia API allows developers to programmatically manage search indices, perform searches, and capture insights about search activity. With Pipedream, you can harness this API to automate and integrate Algolia's capabilities with other apps, creating efficient workflows that enhance search functionalities and user engagement. You can sync data across platforms, automate content indexing, and trigger actions based on search patterns or user behaviors.

Action Code

import algolia from "../../algolia.app.mjs";

export default {
  key: "algolia-create-objects",
  name: "Create Objects",
  description: "Adds an array of JavaScript objects to the given index. [See docs here](https://www.algolia.com/doc/api-reference/api-methods/save-objects/)",
  version: "0.0.2",
  type: "action",
  props: {
    algolia,
    indexName: {
      propDefinition: [
        algolia,
        "indexName",
      ],
    },
    objects: {
      label: "Objects",
      description: "An array of JavaScript objects, each corresponding to a new object in your search index. It's recommended you create this array of objects in a prior code step, then select expression mode and enter a variable reference to that array here",
      type: "string[]",
    },
    autoGenerateObjectIDIfNotExist: {
      type: "boolean",
      label: "Auto Generate Object ID If Not Present",
      description: "If an objectID property is not present on objects, automatically assign on. Defaults to true",
      optional: true,
      default: true,
    },
  },
  methods: {
    parseObject(object) {
      return (typeof object === "object")
        ? object
        : JSON.parse(object);
    },
  },
  async run({ $ }) {
    const parsedObjects = this.objects.length
      ? this.objects.map((object) => this.parseObject(object))
      : this.parseObject(this.objects);

    const response = await this.algolia.createObjects({
      indexName: this.indexName,
      objects: parsedObjects,
      options: {
        autoGenerateObjectIDIfNotExist: this.autoGenerateObjectIDIfNotExist,
      },
    });

    $.export("$summary", "Successfully created objects");

    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.

LabelPropTypeDescription
AlgoliaalgoliaappThis component uses the Algolia app.
Index NameindexNamestringSelect a value from the drop down menu.
Objectsobjectsstring[]

An array of JavaScript objects, each corresponding to a new object in your search index. It's recommended you create this array of objects in a prior code step, then select expression mode and enter a variable reference to that array here

Auto Generate Object ID If Not PresentautoGenerateObjectIDIfNotExistboolean

If an objectID property is not present on objects, automatically assign on. Defaults to true

Action Authentication

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

In your Algolia Dashboard, select the API Keys section. Here you'll find your Application ID and API Keys. You can use either your Admin API Key or create another API key with permissions scoped to a specific index / operations (recommended).

Once done, enter both values below.

About Algolia

Algolia helps businesses across industries quickly create relevant, scalable, and lightning fast Search and Discovery experiences.

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