File Upload

The File Upload Data Connector allows users to manually upload a variety of file types for analysis and processing. This connector provides flexibility in importing and transforming data from different formats, making it easier to integrate and analyze data from multiple sources.

Supported File Types

File TypeExtension
CSV.csv
PDF.pdf
Text.txt
Python.py
PowerPoint.pptx
M4A.m4a
Word Document.docx
MP3.mp3
MP4.mp4
MPEG.mpeg
MPGA.mpga
WAV.wav
WEBM.webm
ZIP.zip

Setup Instructions

Setting up the File Upload Data Connector is straightforward since it does not require OAuth. Simply follow these steps:

  1. Navigate to the Mantium application.
  2. Click on the "File Upload" connector.
  3. Select the supported file type(s) you want to upload.
  4. Click "Upload" and choose the file(s) from your local machine.

Recommended Transformations

The following transformations are recommended for the File Upload Data Connector, depending on the uploaded file type:

  1. CSV Files:
    • Create Column
    • Rename Column
    • Delete Columns
    • Reformat CSV
    • Columnize CSV
  2. PDF Files:
    • PDF to Text
  3. Text Files:
    • Count Elements
    • Generate Text
    • Summarization
    • Split Text
    • Clean Text
  4. Audio Files (.m4a, .mp3, .mpga, .wav, .webm):
    • Transcribe Audio (
      Note that the limitations for the OpenAI Whisper endpoint(transcription model) is a file of 25 MB's. If it is any bigger, Mantium handles the splitting systematically.

You can mix and match these transformations as needed, based on your specific data analysis and processing requirements.