Detect Language with Intellexer API API on New Batch Completed from OpenAI (ChatGPT) API

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

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New Batch Completed from the OpenAI (ChatGPT) API

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Detect Language with the Intellexer API API

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Getting Started#

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

Select this integration
Configure the New Batch Completed trigger
1. Connect your OpenAI (ChatGPT) account
2. Configure timer
Configure the Detect Language action
1. Connect your Intellexer API account
2. Configure Text Body
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 Batch Completed on OpenAI (ChatGPT)

Description:Emit new event when a new batch is completed in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/batch/list)

Version:0.0.5

Key:openai-new-batch-completed

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:

Trigger Code#

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

export default {
  ...common,
  key: "openai-new-batch-completed",
  name: "New Batch Completed",
  description: "Emit new event when a new batch is completed in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/batch/list)",
  version: "0.0.5",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    _getLastCompleted() {
      return this.db.get("lastCompleted") || 0;
    },
    _setLastCompleted(lastCompleted) {
      this.db.set("lastCompleted", lastCompleted);
    },
    getMeta(batch) {
      return {
        id: batch.id,
        summary: `Batch Completed with ID ${batch.id}`,
        ts: batch.completed_at * 1000,
      };
    },
    async getAndProcessItems(max) {
      const lastCompleted = this._getLastCompleted();
      let maxCompleted = lastCompleted;
      const results = this.openai.paginate({
        resourceFn: this.openai.listBatches,
        max,
      });
      const batches = [];
      for await (const batch of results) {
        if (batch.completed_at && batch.completed_at > lastCompleted) {
          batches.push(batch);
          maxCompleted = Math.max(batch.completed_at, maxCompleted);
        }
      }
      this._setLastCompleted(maxCompleted);
      batches.reverse().forEach((item) => this.$emit(item, this.getMeta(item)));
    },
  },
  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
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

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#

Detect Language on Intellexer API

Description:Recognize language and encoding of an input text stream. [See the documentation](http://esapi.intellexer.com/Home/Help)

Version:0.0.1

Key:intellexer_api-detect-language

View on GitHub

Intellexer API Overview#

The Intellexer API offers a suite of linguistic and semantic analysis tools that can enhance text-based applications. With it, you can extract meaning, relations, and facts from the text, enabling smarter data management and decision-making processes. When paired with Pipedream's serverless execution model, the Intellexer API can be used to automate content analysis, enhance search functionalities, and preprocess data for more complex workflows.

Action Code#

import intellexer from "../../intellexer_api.app.mjs";

export default {
  key: "intellexer_api-detect-language",
  name: "Detect Language",
  description: "Recognize language and encoding of an input text stream. [See the documentation](http://esapi.intellexer.com/Home/Help)",
  version: "0.0.1",
  type: "action",
  props: {
    intellexer,
    text: {
      type: "string",
      label: "Text Body",
      description: "The text to analyze",
    },
  },
  async run({ $ }) {
    const response = await this.intellexer.recognizeLanguage({
      data: this.text,
      $,
    });

    if (response) {
      $.export("$summary", "Successfully detected language(s).");
    }

    return response;
  },
};