ganeshgaiy / HodgePodge

HodgePodge

This repository contains two Python modules: ZoomTranscript Analyzer and YouTube Video Summarizer. These modules leverage the power of OpenAI's GPT models and various utilities from the LangChain community to analyze and summarize transcripts.

ZoomTranscript Analyzer

YouTube Summarizer

Features

• Proofread and correct Zoom transcripts.
• Generate inline diff for original and proofread transcripts.
• Fetch and summarize YouTube video transcripts.

Installation

1. Clone this repository:

   git clone https://git.txstate.edu/ane80/HodgePodge.git
   cd your_repository

2. Install the required dependencies:

   pip install -r requirements.txt

3. Create a .env file and set your environment variables:

   OPENAI_API_KEY=your_openai_api_key

Usage

1. Run the Flask application:

   python app.py

2. Open your web browser and go to http://localhost:5000 to access the web interface.

Endpoints

• /: Home page and transcript uploading
• /youtube: Fetch and summarize YouTube video transcript

Code Overview

Main Functions

• proofread_transcript(transcript): Uses OpenAI's GPT model to proofread and correct the transcript.
• generate_inline_diff(original, proofread): Generates inline differences between the original and proofread transcripts.
• get_transcript_and_summary(video_id, language="en", translation="en"): Fetches and summarizes the YouTube video transcript.