Our data connectors are offered through LlamaHub 🦙. LlamaHub contains a registry of open-source data connectors that you can easily plug into any LlamaIndex application (+ Agent Tools, and Llama Packs).

Usage Pattern#

Get started with:

from llama_index.core import download_loader

from llama_index.readers.google import GoogleDocsReader

loader = GoogleDocsReader()
documents = loader.load_data(document_ids=[...])

Built-in connector: SimpleDirectoryReader#

SimpleDirectoryReader. Can support parsing a wide range of file types including .md, .pdf, .jpg, .png, .docx, as well as audio and video types. It is available directly as part of LlamaIndex:

from llama_index.core import SimpleDirectoryReader

documents = SimpleDirectoryReader("./data").load_data()

Available connectors#

Browse LlamaHub directly to see the hundreds of connectors available, including:

  • Notion (NotionPageReader)

  • Google Docs (GoogleDocsReader)

  • Slack (SlackReader)

  • Discord (DiscordReader)

  • Apify Actors (ApifyActor). Can crawl the web, scrape webpages, extract text content, download files including .pdf, .jpg, .png, .docx, etc.