← CurrencyScoop + OpenAI (ChatGPT) integrations

Create Transcription (Whisper) with OpenAI (ChatGPT) API on Exchange Rate Updated from CurrencyScoop API

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Exchange Rate Updated from the CurrencyScoop API
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Developers Pipedream

Getting Started

This integration creates a workflow with a CurrencyScoop trigger and OpenAI (ChatGPT) 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 Exchange Rate Updated trigger
    1. Connect your CurrencyScoop account
    2. Configure timer
    3. Select a Base Currency
    4. Select a Target Currency
    5. Optional- Configure Threshold
  3. Configure the Create Transcription (Whisper) action
    1. Connect your OpenAI (ChatGPT) account
    2. Select a Audio Upload Type
    3. Optional- Select a Language
  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 when the exchange rate for a currency is updated [See the documentation](https://currencybeacon.com/api-documentation)
Version:0.0.1
Key:currencyscoop-exchange-rate-updated

CurrencyScoop Overview

The CurrencyScoop API offers real-time and historical exchange rate data, as well as currency conversion and time-series data. By integrating with Pipedream, users can create automated workflows that react to currency fluctuations, update pricing in their apps, or generate financial reports. Pipedream's serverless architecture enables running these workflows on a schedule or in response to certain triggers without managing any infrastructure.

Trigger Code

import { defineSource } from "@pipedream/types";
import app from "../../app/currencyscoop.app.mjs";
import { DEFAULT_POLLING_SOURCE_TIMER_INTERVAL } from "@pipedream/platform";
export default defineSource({
    key: "currencyscoop-exchange-rate-updated",
    name: "Exchange Rate Updated",
    description: "Emit new event when the exchange rate for a currency is updated [See the documentation](https://currencybeacon.com/api-documentation)",
    version: "0.0.1",
    type: "source",
    dedupe: "unique",
    props: {
        app,
        timer: {
            type: "$.interface.timer",
            default: {
                intervalSeconds: DEFAULT_POLLING_SOURCE_TIMER_INTERVAL,
            },
        },
        db: "$.service.db",
        base: {
            propDefinition: [
                app,
                "currency",
            ],
        },
        targetCurrency: {
            propDefinition: [
                app,
                "targetCurrency",
            ],
        },
        threshold: {
            type: "string",
            label: "Threshold",
            description: "If specified, a new event will only be emitted when the rate has changed by at least this amount since the last event. For example, if `Threshold` is **0.2** and the initial rate obtained is **3.0**, a new event will only be emitted when it reaches **2.8** or **3.2**.",
            optional: true,
        },
    },
    hooks: {
        async deploy() {
            await this.getAndProcessData();
        },
    },
    methods: {
        setLastValue(value) {
            this.db.set("lastValue", value);
        },
        getLastValue() {
            return this.db.get("lastValue");
        },
        setLastConfig(value) {
            this.db.set("lastConfig", value);
        },
        getLastConfig() {
            return this.db.get("lastConfig");
        },
        async getAndProcessData() {
            const { base, targetCurrency, threshold, } = this;
            const params = {
                $: this,
                params: {
                    base,
                    symbols: targetCurrency,
                },
            };
            const response = await this.app.getLatestRates(params);
            const { response: { rates } } = response;
            const value = rates[targetCurrency];
            const currentConfig = [
                base,
                targetCurrency,
            ].join();
            const lastConfig = this.getLastConfig();
            if (currentConfig === lastConfig) {
                const lastValue = this.getLastValue();
                if (lastValue) {
                    const variation = Math.abs(value - lastValue);
                    if (!variation || (threshold && variation < Math.abs(Number(threshold))))
                        return;
                }
            }
            this.setLastConfig(currentConfig);
            this.setLastValue(value);
            this.emitEvent(response);
        },
        emitEvent(data) {
            const { response: { date: ts, base, rates, }, } = data;
            const [name, amount,] = Object.entries(rates)[0];
            this.$emit(data, {
                id: ts,
                summary: `New rate: 1 ${base} = ${amount} ${name}`,
                ts,
            });
        },
    },
    async run() {
        await this.getAndProcessData();
    },
});

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
CurrencyScoopappappThis component uses the CurrencyScoop app.
timer$.interface.timer
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
Base CurrencybasestringSelect a value from the drop down menu:{ "label": "United Arab Emirates dirham", "value": "AED" }{ "label": "Afghan afghani", "value": "AFN" }{ "label": "Albanian lek", "value": "ALL" }{ "label": "Armenian dram", "value": "AMD" }{ "label": "Netherlands Antillean guilder", "value": "ANG" }{ "label": "Angolan kwanza", "value": "AOA" }{ "label": "Argentine peso", "value": "ARS" }{ "label": "Australian dollar", "value": "AUD" }{ "label": "Aruban florin", "value": "AWG" }{ "label": "Azerbaijani manat", "value": "AZN" }{ "label": "Bosnia and Herzegovina convertible mark", "value": "BAM" }{ "label": "Barbados dollar", "value": "BBD" }{ "label": "Bangladeshi taka", "value": "BDT" }{ "label": "Bulgarian lev", "value": "BGN" }{ "label": "Bahraini dinar", "value": "BHD" }{ "label": "Burundian franc", "value": "BIF" }{ "label": "Bermudian dollar", "value": "BMD" }{ "label": "Brunei dollar", "value": "BND" }{ "label": "Boliviano", "value": "BOB" }{ "label": "Brazilian real", "value": "BRL" }{ "label": "Bahamian dollar", "value": "BSD" }{ "label": "Bhutanese ngultrum", "value": "BTN" }{ "label": "Botswana pula", "value": "BWP" }{ "label": "Belarusian ruble", "value": "BYN" }{ "label": "Belize dollar", "value": "BZD" }{ "label": "Canadian dollar", "value": "CAD" }{ "label": "Congolese franc", "value": "CDF" }{ "label": "Swiss franc", "value": "CHF" }{ "label": "Unidad de Fomento (funds code)", "value": "CLF" }{ "label": "Chilean peso", "value": "CLP" }{ "label": "Renminbi (Chinese) yuan", "value": "CNY" }{ "label": "Colombian peso", "value": "COP" }{ "label": "Costa Rican colon", "value": "CRC" }{ "label": "Cuban convertible peso", "value": "CUC" }{ "label": "Cuban peso", "value": "CUP" }{ "label": "Cape Verdean escudo", "value": "CVE" }{ "label": "Czech koruna", "value": "CZK" }{ "label": "Djiboutian franc", "value": "DJF" }{ "label": "Danish krone", "value": "DKK" }{ "label": "Dominican peso", "value": "DOP" }{ "label": "Algerian dinar", "value": "DZD" }{ "label": "Egyptian pound", "value": "EGP" }{ "label": "Eritrean nakfa", "value": "ERN" }{ "label": "Ethiopian birr", "value": "ETB" }{ "label": "Euro", "value": "EUR" }{ "label": "Fiji dollar", "value": "FJD" }{ "label": "Falkland Islands pound", "value": "FKP" }{ "label": "Pound sterling", "value": "GBP" }{ "label": "Georgian lari", "value": "GEL" }{ "label": "Ghanaian cedi", "value": "GHS" }{ "label": "Gibraltar pound", "value": "GIP" }{ "label": "Gambian dalasi", "value": "GMD" }{ "label": "Guinean franc", "value": "GNF" }{ "label": "Guatemalan quetzal", "value": "GTQ" }{ "label": "Guyanese dollar", "value": "GYD" }{ "label": "Hong Kong dollar", "value": "HKD" }{ "label": "Honduran lempira", "value": "HNL" }{ "label": "Croatian kuna", "value": "HRK" }{ "label": "Haitian gourde", "value": "HTG" }{ "label": "Hungarian forint", "value": "HUF" }{ "label": "Indonesian rupiah", "value": "IDR" }{ "label": "Israeli new shekel", "value": "ILS" }{ "label": "Indian rupee", "value": "INR" }{ "label": "Iraqi dinar", "value": "IQD" }{ "label": "Iranian rial", "value": "IRR" }{ "label": "Icelandic króna", "value": "ISK" }{ "label": "Jamaican dollar", "value": "JMD" }{ "label": "Jordanian dinar", "value": "JOD" }{ "label": "Japanese yen", "value": "JPY" }{ "label": "Kenyan shilling", "value": "KES" }{ "label": "Kyrgyzstani som", "value": "KGS" }{ "label": "Cambodian riel", "value": "KHR" }{ "label": "Comoro franc", "value": "KMF" }{ "label": "North Korean won", "value": "KPW" }{ "label": "South Korean won", "value": "KRW" }{ "label": "Kuwaiti dinar", "value": "KWD" }{ "label": "Cayman Islands dollar", "value": "KYD" }{ "label": "Kazakhstani tenge", "value": "KZT" }{ "label": "Lao kip", "value": "LAK" }{ "label": "Lebanese pound", "value": "LBP" }{ "label": "Sri Lankan rupee", "value": "LKR" }{ "label": "Liberian dollar", "value": "LRD" }{ "label": "Lesotho loti", "value": "LSL" }{ "label": "Libyan dinar", "value": "LYD" }{ "label": "Moroccan dirham", "value": "MAD" }{ "label": "Moldovan leu", "value": "MDL" }{ "label": "Malagasy ariary", "value": "MGA" }{ "label": "Macedonian denar", "value": "MKD" }{ "label": "Myanmar kyat", "value": "MMK" }{ "label": "Mongolian tögrög", "value": "MNT" }{ "label": "Macanese pataca", "value": "MOP" }{ "label": "Mauritanian ouguiya", "value": "MRU" }{ "label": "Mauritian rupee", "value": "MUR" }{ "label": "Maldivian rufiyaa", "value": "MVR" }{ "label": "Malawian kwacha", "value": "MWK" }{ "label": "Mexican peso", "value": "MXN" }{ "label": "Mexican Unidad de Inversion (UDI) (funds code)", "value": "MXV" }{ "label": "Malaysian ringgit", "value": "MYR" }{ "label": "Mozambican metical", "value": "MZN" }{ "label": "Namibian dollar", "value": "NAD" }{ "label": "Nigerian naira", "value": "NGN" }{ "label": "Nicaraguan córdoba", "value": "NIO" }{ "label": "Norwegian krone", "value": "NOK" }{ "label": "Nepalese rupee", "value": "NPR" }{ "label": "New Zealand dollar", "value": "NZD" }{ "label": "Omani rial", "value": "OMR" }{ "label": "Panamanian balboa", "value": "PAB" }{ "label": "Peruvian sol", "value": "PEN" }{ "label": "Papua New Guinean kina", "value": "PGK" }{ "label": "Philippine peso[13]", "value": "PHP" }{ "label": "Pakistani rupee", "value": "PKR" }{ "label": "Polish złoty", "value": "PLN" }{ "label": "Paraguayan guaraní", "value": "PYG" }{ "label": "Qatari riyal", "value": "QAR" }{ "label": "Romanian leu", "value": "RON" }{ "label": "Serbian dinar", "value": "RSD" }{ "label": "Russian ruble", "value": "RUB" }{ "label": "Rwandan franc", "value": "RWF" }{ "label": "Saudi riyal", "value": "SAR" }{ "label": "Solomon Islands dollar", "value": "SBD" }{ "label": "Seychelles rupee", "value": "SCR" }{ "label": "Sudanese pound", "value": "SDG" }{ "label": "Swedish krona/kronor", "value": "SEK" }{ "label": "Singapore dollar", "value": "SGD" }{ "label": "Saint Helena pound", "value": "SHP" }{ "label": "Sierra Leonean leone", "value": "SLL" }{ "label": "Somali shilling", "value": "SOS" }{ "label": "Surinamese dollar", "value": "SRD" }{ "label": "São Tomé and Príncipe dobra", "value": "STN" }{ "label": "Salvadoran colón", "value": "SVC" }{ "label": "Syrian pound", "value": "SYP" }{ "label": "Swazi lilangeni", "value": "SZL" }{ "label": "Thai baht", "value": "THB" }{ "label": "Tajikistani somoni", "value": "TJS" }{ "label": "Turkmenistan manat", "value": "TMT" }{ "label": "Tunisian dinar", "value": "TND" }{ "label": "Tongan paʻanga", "value": "TOP" }{ "label": "Turkish lira", "value": "TRY" }{ "label": "Trinidad and Tobago dollar", "value": "TTD" }{ "label": "New Taiwan dollar", "value": "TWD" }{ "label": "Tanzanian shilling", "value": "TZS" }{ "label": "Ukrainian hryvnia", "value": "UAH" }{ "label": "Ugandan shilling", "value": "UGX" }{ "label": "United States dollar", "value": "USD" }{ "label": "Uruguayan peso", "value": "UYU" }{ "label": "Uzbekistan som", "value": "UZS" }{ "label": "Venezuelan bolívar soberano[13]", "value": "VES" }{ "label": "Vietnamese đồng", "value": "VND" }{ "label": "Vanuatu vatu", "value": "VUV" }{ "label": "Samoan tala", "value": "WST" }{ "label": "CFA franc BEAC", "value": "XAF" }{ "label": "Silver (one troy ounce)", "value": "XAG" }{ "label": "Gold (one troy ounce)", "value": "XAU" }{ "label": "East Caribbean dollar", "value": "XCD" }{ "label": "Special drawing rights", "value": "XDR" }{ "label": "CFA franc BCEAO", "value": "XOF" }{ "label": "Palladium (one troy ounce)", "value": "XPD" }{ "label": "CFP franc (franc Pacifique)", "value": "XPF" }{ "label": "Platinum (one troy ounce)", "value": "XPT" }{ "label": "Yemeni rial", "value": "YER" }{ "label": "South African rand", "value": "ZAR" }{ "label": "Zambian kwacha", "value": "ZMW" }{ "label": "Zimbabwean dollar", "value": "ZWL" }
Target CurrencytargetCurrencystringSelect a value from the drop down menu:{ "label": "United Arab Emirates dirham", "value": "AED" }{ "label": "Afghan afghani", "value": "AFN" }{ "label": "Albanian lek", "value": "ALL" }{ "label": "Armenian dram", "value": "AMD" }{ "label": "Netherlands Antillean guilder", "value": "ANG" }{ "label": "Angolan kwanza", "value": "AOA" }{ "label": "Argentine peso", "value": "ARS" }{ "label": "Australian dollar", "value": "AUD" }{ "label": "Aruban florin", "value": "AWG" }{ "label": "Azerbaijani manat", "value": "AZN" }{ "label": "Bosnia and Herzegovina convertible mark", "value": "BAM" }{ "label": "Barbados dollar", "value": "BBD" }{ "label": "Bangladeshi taka", "value": "BDT" }{ "label": "Bulgarian lev", "value": "BGN" }{ "label": "Bahraini dinar", "value": "BHD" }{ "label": "Burundian franc", "value": "BIF" }{ "label": "Bermudian dollar", "value": "BMD" }{ "label": "Brunei dollar", "value": "BND" }{ "label": "Boliviano", "value": "BOB" }{ "label": "Brazilian real", "value": "BRL" }{ "label": "Bahamian dollar", "value": "BSD" }{ "label": "Bhutanese ngultrum", "value": "BTN" }{ "label": "Botswana pula", "value": "BWP" }{ "label": "Belarusian ruble", "value": "BYN" }{ "label": "Belize dollar", "value": "BZD" }{ "label": "Canadian dollar", "value": "CAD" }{ "label": "Congolese franc", "value": "CDF" }{ "label": "Swiss franc", "value": "CHF" }{ "label": "Unidad de Fomento (funds code)", "value": "CLF" }{ "label": "Chilean peso", "value": "CLP" }{ "label": "Renminbi (Chinese) yuan", "value": "CNY" }{ "label": "Colombian peso", "value": "COP" }{ "label": "Costa Rican colon", "value": "CRC" }{ "label": "Cuban convertible peso", "value": "CUC" }{ "label": "Cuban peso", "value": "CUP" }{ "label": "Cape Verdean escudo", "value": "CVE" }{ "label": "Czech koruna", "value": "CZK" }{ "label": "Djiboutian franc", "value": "DJF" }{ "label": "Danish krone", "value": "DKK" }{ "label": "Dominican peso", "value": "DOP" }{ "label": "Algerian dinar", "value": "DZD" }{ "label": "Egyptian pound", "value": "EGP" }{ "label": "Eritrean nakfa", "value": "ERN" }{ "label": "Ethiopian birr", "value": "ETB" }{ "label": "Euro", "value": "EUR" }{ "label": "Fiji dollar", "value": "FJD" }{ "label": "Falkland Islands pound", "value": "FKP" }{ "label": "Pound sterling", "value": "GBP" }{ "label": "Georgian lari", "value": "GEL" }{ "label": "Ghanaian cedi", "value": "GHS" }{ "label": "Gibraltar pound", "value": "GIP" }{ "label": "Gambian dalasi", "value": "GMD" }{ "label": "Guinean franc", "value": "GNF" }{ "label": "Guatemalan quetzal", "value": "GTQ" }{ "label": "Guyanese dollar", "value": "GYD" }{ "label": "Hong Kong dollar", "value": "HKD" }{ "label": "Honduran lempira", "value": "HNL" }{ "label": "Croatian kuna", "value": "HRK" }{ "label": "Haitian gourde", "value": "HTG" }{ "label": "Hungarian forint", "value": "HUF" }{ "label": "Indonesian rupiah", "value": "IDR" }{ "label": "Israeli new shekel", "value": "ILS" }{ "label": "Indian rupee", "value": "INR" }{ "label": "Iraqi dinar", "value": "IQD" }{ "label": "Iranian rial", "value": "IRR" }{ "label": "Icelandic króna", "value": "ISK" }{ "label": "Jamaican dollar", "value": "JMD" }{ "label": "Jordanian dinar", "value": "JOD" }{ "label": "Japanese yen", "value": "JPY" }{ "label": "Kenyan shilling", "value": "KES" }{ "label": "Kyrgyzstani som", "value": "KGS" }{ "label": "Cambodian riel", "value": "KHR" }{ "label": "Comoro franc", "value": "KMF" }{ "label": "North Korean won", "value": "KPW" }{ "label": "South Korean won", "value": "KRW" }{ "label": "Kuwaiti dinar", "value": "KWD" }{ "label": "Cayman Islands dollar", "value": "KYD" }{ "label": "Kazakhstani tenge", "value": "KZT" }{ "label": "Lao kip", "value": "LAK" }{ "label": "Lebanese pound", "value": "LBP" }{ "label": "Sri Lankan rupee", "value": "LKR" }{ "label": "Liberian dollar", "value": "LRD" }{ "label": "Lesotho loti", "value": "LSL" }{ "label": "Libyan dinar", "value": "LYD" }{ "label": "Moroccan dirham", "value": "MAD" }{ "label": "Moldovan leu", "value": "MDL" }{ "label": "Malagasy ariary", "value": "MGA" }{ "label": "Macedonian denar", "value": "MKD" }{ "label": "Myanmar kyat", "value": "MMK" }{ "label": "Mongolian tögrög", "value": "MNT" }{ "label": "Macanese pataca", "value": "MOP" }{ "label": "Mauritanian ouguiya", "value": "MRU" }{ "label": "Mauritian rupee", "value": "MUR" }{ "label": "Maldivian rufiyaa", "value": "MVR" }{ "label": "Malawian kwacha", "value": "MWK" }{ "label": "Mexican peso", "value": "MXN" }{ "label": "Mexican Unidad de Inversion (UDI) (funds code)", "value": "MXV" }{ "label": "Malaysian ringgit", "value": "MYR" }{ "label": "Mozambican metical", "value": "MZN" }{ "label": "Namibian dollar", "value": "NAD" }{ "label": "Nigerian naira", "value": "NGN" }{ "label": "Nicaraguan córdoba", "value": "NIO" }{ "label": "Norwegian krone", "value": "NOK" }{ "label": "Nepalese rupee", "value": "NPR" }{ "label": "New Zealand dollar", "value": "NZD" }{ "label": "Omani rial", "value": "OMR" }{ "label": "Panamanian balboa", "value": "PAB" }{ "label": "Peruvian sol", "value": "PEN" }{ "label": "Papua New Guinean kina", "value": "PGK" }{ "label": "Philippine peso[13]", "value": "PHP" }{ "label": "Pakistani rupee", "value": "PKR" }{ "label": "Polish złoty", "value": "PLN" }{ "label": "Paraguayan guaraní", "value": "PYG" }{ "label": "Qatari riyal", "value": "QAR" }{ "label": "Romanian leu", "value": "RON" }{ "label": "Serbian dinar", "value": "RSD" }{ "label": "Russian ruble", "value": "RUB" }{ "label": "Rwandan franc", "value": "RWF" }{ "label": "Saudi riyal", "value": "SAR" }{ "label": "Solomon Islands dollar", "value": "SBD" }{ "label": "Seychelles rupee", "value": "SCR" }{ "label": "Sudanese pound", "value": "SDG" }{ "label": "Swedish krona/kronor", "value": "SEK" }{ "label": "Singapore dollar", "value": "SGD" }{ "label": "Saint Helena pound", "value": "SHP" }{ "label": "Sierra Leonean leone", "value": "SLL" }{ "label": "Somali shilling", "value": "SOS" }{ "label": "Surinamese dollar", "value": "SRD" }{ "label": "São Tomé and Príncipe dobra", "value": "STN" }{ "label": "Salvadoran colón", "value": "SVC" }{ "label": "Syrian pound", "value": "SYP" }{ "label": "Swazi lilangeni", "value": "SZL" }{ "label": "Thai baht", "value": "THB" }{ "label": "Tajikistani somoni", "value": "TJS" }{ "label": "Turkmenistan manat", "value": "TMT" }{ "label": "Tunisian dinar", "value": "TND" }{ "label": "Tongan paʻanga", "value": "TOP" }{ "label": "Turkish lira", "value": "TRY" }{ "label": "Trinidad and Tobago dollar", "value": "TTD" }{ "label": "New Taiwan dollar", "value": "TWD" }{ "label": "Tanzanian shilling", "value": "TZS" }{ "label": "Ukrainian hryvnia", "value": "UAH" }{ "label": "Ugandan shilling", "value": "UGX" }{ "label": "United States dollar", "value": "USD" }{ "label": "Uruguayan peso", "value": "UYU" }{ "label": "Uzbekistan som", "value": "UZS" }{ "label": "Venezuelan bolívar soberano[13]", "value": "VES" }{ "label": "Vietnamese đồng", "value": "VND" }{ "label": "Vanuatu vatu", "value": "VUV" }{ "label": "Samoan tala", "value": "WST" }{ "label": "CFA franc BEAC", "value": "XAF" }{ "label": "Silver (one troy ounce)", "value": "XAG" }{ "label": "Gold (one troy ounce)", "value": "XAU" }{ "label": "East Caribbean dollar", "value": "XCD" }{ "label": "Special drawing rights", "value": "XDR" }{ "label": "CFA franc BCEAO", "value": "XOF" }{ "label": "Palladium (one troy ounce)", "value": "XPD" }{ "label": "CFP franc (franc Pacifique)", "value": "XPF" }{ "label": "Platinum (one troy ounce)", "value": "XPT" }{ "label": "Yemeni rial", "value": "YER" }{ "label": "South African rand", "value": "ZAR" }{ "label": "Zambian kwacha", "value": "ZMW" }{ "label": "Zimbabwean dollar", "value": "ZWL" }
Thresholdthresholdstring

If specified, a new event will only be emitted when the rate has changed by at least this amount since the last event. For example, if Threshold is 0.2 and the initial rate obtained is 3.0, a new event will only be emitted when it reaches 2.8 or 3.2.

Trigger Authentication

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

Sign in and copy your API key directly from your dashboard.

About CurrencyScoop

CurrencyBeacon is a developer friendly, easy-to-use REST API with real-time and historical exchange rates for fiat currencies and cryptocurrencies.

Action

Description:Transcribes audio into the input language. [See docs here](https://platform.openai.com/docs/api-reference/audio/create).
Version:0.1.8
Key:openai-create-transcription

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 ffmpegInstaller from "@ffmpeg-installer/ffmpeg";
import { ConfigurationError } from "@pipedream/platform";
import axios from "axios";
import Bottleneck from "bottleneck";
import { exec } from "child_process";
import FormData from "form-data";
import fs from "fs";
import {
  extname,
  join,
} from "path";
import stream from "stream";
import { promisify } from "util";
import openai from "../../openai.app.mjs";
import common from "../common/common.mjs";
import constants from "../common/constants.mjs";
import lang from "../common/lang.mjs";

const COMMON_AUDIO_FORMATS_TEXT = "Your audio file must be in one of these formats: mp3, mp4, mpeg, mpga, m4a, wav, or webm.";
const CHUNK_SIZE_MB = 20;

const execAsync = promisify(exec);
const pipelineAsync = promisify(stream.pipeline);

export default {
  name: "Create Transcription (Whisper)",
  version: "0.1.8",
  key: "openai-create-transcription",
  description: "Transcribes audio into the input language. [See docs here](https://platform.openai.com/docs/api-reference/audio/create).",
  type: "action",
  props: {
    openai,
    uploadType: {
      label: "Audio Upload Type",
      description: "Are you uploading an audio file from [your workflow's `/tmp` directory](https://pipedream.com/docs/code/nodejs/working-with-files/#the-tmp-directory), or providing a URL to the file?",
      type: "string",
      options: [
        "File",
        "URL",
      ],
      reloadProps: true,
    },
    language: {
      label: "Language",
      description: "**Optional**. The language of the input audio. Supplying the input language will improve accuracy and latency.",
      type: "string",
      optional: true,
      options: lang.LANGUAGES.map((l) => ({
        label: l.label,
        value: l.value,
      })),
    },
  },
  async additionalProps() {
    const props = {};
    switch (this.uploadType) {
    case "File":
      props.path = {
        type: "string",
        label: "File Path",
        description: `A path to your audio file to transcribe, e.g. \`/tmp/audio.mp3\`. ${COMMON_AUDIO_FORMATS_TEXT} Add the appropriate extension (mp3, mp4, etc.) on your filename — OpenAI uses the extension to determine the file type. [See the Pipedream docs on saving files to \`/tmp\`](https://pipedream.com/docs/code/nodejs/working-with-files/#writing-a-file-to-tmp)`,
      };
      break;
    case "URL":
      props.url = {
        type: "string",
        label: "URL",
        description: `A public URL to the audio file to transcribe. This URL must point directly to the audio file, not a webpage that links to the audio file. ${COMMON_AUDIO_FORMATS_TEXT}`,
      };
      break;
    default:
      throw new ConfigurationError("Invalid upload type specified. Please provide 'File' or 'URL'.");
    }
    // Because we need to display the file or URL above, and not below, these optional props
    // TODO: Will be fixed when we render optional props correctly when used with additionalProps
    props.prompt = {
      label: "Prompt",
      description: "**Optional** text to guide the model's style or continue a previous audio segment. The [prompt](https://platform.openai.com/docs/guides/speech-to-text/prompting) should match the audio language.",
      type: "string",
      optional: true,
    };
    props.responseFormat = {
      label: "Response Format",
      description: "**Optional**. The format of the response. The default is `json`.",
      type: "string",
      default: "json",
      optional: true,
      options: constants.TRANSCRIPTION_FORMATS,
    };
    props.temperature = common.props.temperature;

    return props;
  },
  methods: {
    createForm({
      file, outputDir,
    }) {
      const form = new FormData();
      form.append("model", "whisper-1");
      if (this.prompt) form.append("prompt", this.prompt);
      if (this.temperature) form.append("temperature", this.temperature);
      if (this.language) form.append("language", this.language);
      if (this.responseFormat) form.append("response_format", this.responseFormat);
      const readStream = fs.createReadStream(join(outputDir, file));
      form.append("file", readStream);
      return form;
    },
    async splitLargeChunks(files, outputDir) {
      for (const file of files) {
        if (fs.statSync(`${outputDir}/${file}`).size / (1024 * 1024) > CHUNK_SIZE_MB) {
          await this.chunkFile({
            file: `${outputDir}/${file}`,
            outputDir,
            index: file.slice(6, 9),
          });
          await execAsync(`rm -f "${outputDir}/${file}"`);
        }
      }
    },
    async chunkFileAndTranscribe({
      file, $,
    }) {
      const outputDir = join("/tmp", "chunks");
      await execAsync(`mkdir -p "${outputDir}"`);
      await execAsync(`rm -f "${outputDir}/*"`);

      await this.chunkFile({
        file,
        outputDir,
      });

      let files = await fs.promises.readdir(outputDir);
      // ffmpeg will sometimes return chunks larger than the allowed size,
      // so we need to identify large chunks and break them down further
      await this.splitLargeChunks(files, outputDir);
      files = await fs.promises.readdir(outputDir);

      return this.transcribeFiles({
        files,
        outputDir,
        $,
      });
    },
    async chunkFile({
      file, outputDir, index,
    }) {
      const ffmpegPath = ffmpegInstaller.path;
      const ext = extname(file);

      const fileSizeInMB = fs.statSync(file).size / (1024 * 1024);
      // We're limited to 26MB per request. Because of how ffmpeg splits files,
      // we need to be conservative in the number of chunks we create
      const conservativeChunkSizeMB = CHUNK_SIZE_MB;
      const numberOfChunks = !index
        ? Math.ceil(fileSizeInMB / conservativeChunkSizeMB)
        : 2;

      if (numberOfChunks === 1) {
        await execAsync(`cp "${file}" "${outputDir}/chunk-000${ext}"`);
        return;
      }

      const { stdout } = await execAsync(`${ffmpegPath} -i "${file}" 2>&1 | grep "Duration"`);
      const duration = stdout.match(/\d{2}:\d{2}:\d{2}\.\d{2}/s)[0];
      const [
        hours,
        minutes,
        seconds,
      ] = duration.split(":").map(parseFloat);

      const totalSeconds = (hours * 60 * 60) + (minutes * 60) + seconds;
      const segmentTime = Math.ceil(totalSeconds / numberOfChunks);

      const command = `${ffmpegPath} -i "${file}" -f segment -segment_time ${segmentTime} -c copy "${outputDir}/chunk-${index
        ? `${index}-`
        : ""}%03d${ext}"`;
      await execAsync(command);
    },
    transcribeFiles({
      files, outputDir, $,
    }) {
      const limiter = new Bottleneck({
        maxConcurrent: 1,
        minTime: 1000 / 59,
      });

      return Promise.all(files.map((file) => {
        return limiter.schedule(() => this.transcribe({
          file,
          outputDir,
          $,
        }));
      }));
    },
    transcribe({
      file, outputDir, $,
    }) {
      const form = this.createForm({
        file,
        outputDir,
      });
      return this.openai.createTranscription({
        $,
        form,
      });
    },
    getFullText(transcriptions = []) {
      return transcriptions.map((t) => t.text || t).join(" ");
    },
  },
  async run({ $ }) {
    const {
      url,
      path,
    } = this;

    if (!url && !path) {
      throw new ConfigurationError("Must specify either File URL or File Path");
    }

    let file;

    if (path) {
      if (!fs.existsSync(path)) {
        throw new ConfigurationError(`${path} does not exist`);
      }

      file = path;
    } else if (url) {
      const ext = extname(url);

      const response = await axios({
        method: "GET",
        url,
        responseType: "stream",
        timeout: 250000,
      });

      const bufferStream = new stream.PassThrough();
      response.data.pipe(bufferStream);

      const downloadPath = join("/tmp", `audio${ext}`);
      const writeStream = fs.createWriteStream(downloadPath);

      await pipelineAsync(bufferStream, writeStream);

      file = downloadPath;
    }

    const transcriptions = await this.chunkFileAndTranscribe({
      file,
      $,
    });

    if (transcriptions.length) {
      $.export("$summary", "Successfully created transcription");
    }

    return {
      transcription: this.getFullText(transcriptions),
      transcriptions,
    };
  },
};

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
OpenAI (ChatGPT)openaiappThis component uses the OpenAI (ChatGPT) app.
Audio Upload TypeuploadTypestringSelect a value from the drop down menu:FileURL
LanguagelanguagestringSelect a value from the drop down menu:{ "label": "Afar", "value": "aa" }{ "label": "Abkhaz", "value": "ab" }{ "label": "Avestan", "value": "ae" }{ "label": "Afrikaans", "value": "af" }{ "label": "Akan", "value": "ak" }{ "label": "Amharic", "value": "am" }{ "label": "Aragonese", "value": "an" }{ "label": "Arabic", "value": "ar" }{ "label": "Arabic (Algeria)", "value": "ar-dz" }{ "label": "Arabic (Bahrain)", "value": "ar-bh" }{ "label": "Arabic (Egypt)", "value": "ar-eg" }{ "label": "Arabic (Iraq)", "value": "ar-iq" }{ "label": "Arabic (Jordan)", "value": "ar-jo" }{ "label": "Arabic (Kuwait)", "value": "ar-kw" }{ "label": "Arabic (Lebanon)", "value": "ar-lb" }{ "label": "Arabic (Libya)", "value": "ar-ly" }{ "label": "Arabic (Morocco)", "value": "ar-ma" }{ "label": "Arabic (Oman)", "value": "ar-om" }{ "label": "Arabic (Qatar)", "value": "ar-qa" }{ "label": "Arabic (Saudi Arabia)", "value": "ar-sa" }{ "label": "Arabic (Syria)", "value": "ar-sy" }{ "label": "Arabic (Tunisia)", "value": "ar-tn" }{ "label": "Arabic (U.A.E.)", "value": "ar-ae" }{ "label": "Arabic (Yemen)", "value": "ar-ye" }{ "label": "Assamese", "value": "as" }{ "label": "Avaric", "value": "av" }{ "label": "Aymara", "value": "ay" }{ "label": "Azerbaijani", "value": "az" }{ "label": "Bashkir", "value": "ba" }{ "label": "Belarusian", "value": "be" }{ "label": "Bulgarian", "value": "bg" }{ "label": "Bislama", "value": "bi" }{ "label": "Bambara", "value": "bm" }{ "label": "Bengali", "value": "bn" }{ "label": "Tibetan", "value": "bo" }{ "label": "Breton", "value": "br" }{ "label": "Bosnian", "value": "bs" }{ "label": "Catalan", "value": "ca" }{ "label": "Chechen", "value": "ce" }{ "label": "Chamorro", "value": "ch" }{ "label": "Corsican", "value": "co" }{ "label": "Cree", "value": "cr" }{ "label": "Czech", "value": "cs" }{ "label": "Old Church Slavonic", "value": "cu" }{ "label": "Chuvash", "value": "cv" }{ "label": "Welsh", "value": "cy" }{ "label": "Danish", "value": "da" }{ "label": "German", "value": "de" }{ "label": "Divehi", "value": "dv" }{ "label": "Dzongkha", "value": "dz" }{ "label": "Ewe", "value": "ee" }{ "label": "Greek", "value": "el" }{ "label": "English", "value": "en" }{ "label": "Esperanto", "value": "eo" }{ "label": "Spanish", "value": "es" }{ "label": "Estonian", "value": "et" }{ "label": "Basque", "value": "eu" }{ "label": "Persian", "value": "fa" }{ "label": "Fula", "value": "ff" }{ "label": "Finnish", "value": "fi" }{ "label": "Fijian", "value": "fj" }{ "label": "Faroese", "value": "fo" }{ "label": "French", "value": "fr" }{ "label": "Western Frisian", "value": "fy" }{ "label": "Irish", "value": "ga" }{ "label": "Scottish Gaelic", "value": "gd" }{ "label": "Galician", "value": "gl" }{ "label": "Guaraní", "value": "gn" }{ "label": "Gujarati", "value": "gu" }{ "label": "Manx", "value": "gv" }{ "label": "Hausa", "value": "ha" }{ "label": "Hebrew", "value": "he" }{ "label": "Hindi", "value": "hi" }{ "label": "Hiri Motu", "value": "ho" }{ "label": "Croatian", "value": "hr" }{ "label": "Haitian", "value": "ht" }{ "label": "Hungarian", "value": "hu" }{ "label": "Armenian", "value": "hy" }{ "label": "Herero", "value": "hz" }{ "label": "Interlingua", "value": "ia" }{ "label": "Indonesian", "value": "id" }{ "label": "Interlingue", "value": "ie" }{ "label": "Igbo", "value": "ig" }{ "label": "Nuosu", "value": "ii" }{ "label": "Inupiaq", "value": "ik" }{ "label": "Ido", "value": "io" }{ "label": "Icelandic", "value": "is" }{ "label": "Italian", "value": "it" }{ "label": "Inuktitut", "value": "iu" }{ "label": "Japanese", "value": "ja" }{ "label": "Javanese", "value": "jv" }{ "label": "Georgian", "value": "ka" }{ "label": "Kongo", "value": "kg" }{ "label": "Kikuyu", "value": "ki" }{ "label": "Kwanyama", "value": "kj" }{ "label": "Kazakh", "value": "kk" }{ "label": "Kalaallisut", "value": "kl" }{ "label": "Khmer", "value": "km" }{ "label": "Kannada", "value": "kn" }{ "label": "Korean", "value": "ko" }{ "label": "Kanuri", "value": "kr" }{ "label": "Kashmiri", "value": "ks" }{ "label": "Kurdish", "value": "ku" }{ "label": "Komi", "value": "kv" }{ "label": "Cornish", "value": "kw" }{ "label": "Kyrgyz", "value": "ky" }{ "label": "Latin", "value": "la" }{ "label": "Luxembourgish", "value": "lb" }{ "label": "Ganda", "value": "lg" }{ "label": "Limburgish", "value": "li" }{ "label": "Lingala", "value": "ln" }{ "label": "Lao", "value": "lo" }{ "label": "Lithuanian", "value": "lt" }{ "label": "Luba-Katanga", "value": "lu" }{ "label": "Latvian", "value": "lv" }{ "label": "Malagasy", "value": "mg" }{ "label": "Marshallese", "value": "mh" }{ "label": "Māori", "value": "mi" }{ "label": "Macedonian", "value": "mk" }{ "label": "Malayalam", "value": "ml" }{ "label": "Mongolian", "value": "mn" }{ "label": "Marathi", "value": "mr" }{ "label": "Malay", "value": "ms" }{ "label": "Maltese", "value": "mt" }{ "label": "Burmese", "value": "my" }{ "label": "Nauru", "value": "na" }{ "label": "Norwegian Bokmål", "value": "nb" }{ "label": "Northern Ndebele", "value": "nd" }{ "label": "Nepali", "value": "ne" }{ "label": "Ndonga", "value": "ng" }{ "label": "Dutch", "value": "nl" }{ "label": "Norwegian Nynorsk", "value": "nn" }{ "label": "Norwegian", "value": "no" }{ "label": "Southern Ndebele", "value": "nr" }{ "label": "Navajo", "value": "nv" }{ "label": "Chichewa", "value": "ny" }{ "label": "Occitan", "value": "oc" }{ "label": "Ojibwe", "value": "oj" }{ "label": "Oromo", "value": "om" }{ "label": "Oriya", "value": "or" }{ "label": "Ossetian", "value": "os" }{ "label": "Panjabi", "value": "pa" }{ "label": "Pāli", "value": "pi" }{ "label": "Polish", "value": "pl" }{ "label": "Pashto", "value": "ps" }{ "label": "Portuguese", "value": "pt" }{ "label": "Quechua", "value": "qu" }{ "label": "Romansh", "value": "rm" }{ "label": "Kirundi", "value": "rn" }{ "label": "Romanian", "value": "ro" }{ "label": "Russian", "value": "ru" }{ "label": "Kinyarwanda", "value": "rw" }{ "label": "Sanskrit", "value": "sa" }{ "label": "Sardinian", "value": "sc" }{ "label": "Sindhi", "value": "sd" }{ "label": "Northern Sami", "value": "se" }{ "label": "Sango", "value": "sg" }{ "label": "Sinhala", "value": "si" }{ "label": "Slovak", "value": "sk" }{ "label": "Slovenian", "value": "sl" }{ "label": "Samoan", "value": "sm" }{ "label": "Shona", "value": "sn" }{ "label": "Somali", "value": "so" }{ "label": "Albanian", "value": "sq" }{ "label": "Serbian", "value": "sr" }{ "label": "Swati", "value": "ss" }{ "label": "Southern Sotho", "value": "st" }{ "label": "Sundanese", "value": "su" }{ "label": "Swedish", "value": "sv" }{ "label": "Swahili", "value": "sw" }{ "label": "Tamil", "value": "ta" }{ "label": "Telugu", "value": "te" }{ "label": "Tajik", "value": "tg" }{ "label": "Thai", "value": "th" }{ "label": "Tigrinya", "value": "ti" }{ "label": "Turkmen", "value": "tk" }{ "label": "Tagalog", "value": "tl" }{ "label": "Tswana", "value": "tn" }{ "label": "Tonga", "value": "to" }{ "label": "Turkish", "value": "tr" }{ "label": "Tsonga", "value": "ts" }{ "label": "Tatar", "value": "tt" }{ "label": "Twi", "value": "tw" }{ "label": "Tahitian", "value": "ty" }{ "label": "Uyghur", "value": "ug" }{ "label": "Ukrainian", "value": "uk" }{ "label": "Urdu", "value": "ur" }{ "label": "Uzbek", "value": "uz" }{ "label": "Venda", "value": "ve" }{ "label": "Vietnamese", "value": "vi" }{ "label": "Volapük", "value": "vo" }{ "label": "Walloon", "value": "wa" }{ "label": "Wolof", "value": "wo" }{ "label": "Xhosa", "value": "xh" }{ "label": "Yiddish", "value": "yi" }{ "label": "Yoruba", "value": "yo" }{ "label": "Zhuang", "value": "za" }{ "label": "Chinese", "value": "zh" }{ "label": "Zulu", "value": "zu" }

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.

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