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AssemblyAI Audio Transcript

This covers how to load audio (and video) transcripts as document objects from a file using the AssemblyAI API.

Usage​

First, you'll need to install the official AssemblyAI package:

npm install assemblyai

To use the loaders you need an AssemblyAI account and get your AssemblyAI API key from the dashboard.

Then, configure the API key as the ASSEMBLYAI_API_KEY environment variable or the apiKey options parameter.

import {
  AudioTranscriptLoader,
  // AudioTranscriptParagraphsLoader,
  // AudioTranscriptSentencesLoader
} from "langchain/document_loaders/web/assemblyai";

// You can also use a local file path and the loader will upload it to AssemblyAI for you.
const audioUrl = "https://storage.googleapis.com/aai-docs-samples/espn.m4a";

// Use `AudioTranscriptParagraphsLoader` or `AudioTranscriptSentencesLoader` for splitting the transcript into paragraphs or sentences
const loader = new AudioTranscriptLoader(
  {
    audio: audioUrl,
    // any other parameters as documented here: https://www.assemblyai.com/docs/api-reference/transcript#create-a-transcript
  },
  {
    apiKey: "<ASSEMBLYAI_API_KEY>", // or set the `ASSEMBLYAI_API_KEY` env variable
  }
);
const docs = await loader.load();
console.dir(docs, { depth: Infinity });

API Reference:

info

  • You can use the AudioTranscriptParagraphsLoader or AudioTranscriptSentencesLoader to split the transcript into paragraphs or sentences.
  • The audio parameter can be a URL, a local file path, a buffer, or a stream.
  • The audio can also be a video file. See the list of supported file types in the FAQ doc.
  • If you don't pass in the apiKey option, the loader will use the ASSEMBLYAI_API_KEY environment variable.
  • You can add more properties in addition to audio. Find the full list of request parameters in the AssemblyAI API docs.

You can also use the AudioSubtitleLoader to get srt or vtt subtitles as a document.

import { AudioSubtitleLoader } from "langchain/document_loaders/web/assemblyai";

// You can also use a local file path and the loader will upload it to AssemblyAI for you.
const audioUrl = "https://storage.googleapis.com/aai-docs-samples/espn.m4a";

const loader = new AudioSubtitleLoader(
  {
    audio: audioUrl,
    // any other parameters as documented here: https://www.assemblyai.com/docs/api-reference/transcript#create-a-transcript
  },
  "srt", // srt or vtt
  {
    apiKey: "<ASSEMBLYAI_API_KEY>", // or set the `ASSEMBLYAI_API_KEY` env variable
  }
);

const docs = await loader.load();
console.dir(docs, { depth: Infinity });

API Reference:

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