Video

gllm-docproc | Tutorial : Video Loader | Use Case: Advanced DPO Pipeline | API Reference

Video Loader is designed for extracting information from Video file.

Prerequisites

This example specifically requires completion of all setup steps listed on the Prerequisites page.

Installation

Linux, macOS, or Windows WSL

# you can use a Conda environment
pip install --extra-index-url https://oauth2accesstoken:$(gcloud auth print-access-token)@glsdk.gdplabs.id/gen-ai-internal/simple/ "gllm-docproc[video]"

Windows Powershell

Windows Command Prompt

You can use the following as a sample file: video-example.mp4.

Video Transcript Loader

VideoTranscriptLoader is responsible to extract information from video file by utilizing the GLLM Multimodal Audio to Text.

1

Create a script called main.py:

from gllm_docproc.loader.video import VideoTranscriptLoader

source = "./data/source/video-example.mp4"

# initialize video transcript loader
loader = VideoTranscriptLoader()

# load video file
loaded_elements = loader.load(source)

2

Run the script:

python main.py

3

The loader will generate the following: output JSON.