Scrapping YouTube Video Summary Generator in Multiple Languages

Scrapping

YouTube Video Summary Generator in Multiple Languages

This app integrates various Python libraries to download video content, process audio and transcripts, and interact with OpenAI for text completions. The following libraries are used:

• os: A built-in Python library for interacting with the operating system. It allows you to manipulate file paths, directories, and environment variables, enabling tasks like file management and system-level operations.
• dotenv: The load_dotenv function from this library loads environment variables from a .env file into the system’s environment. This helps manage configuration and sensitive data like API keys securely.
• streamlit: Streamlit is used to create the interactive web application interface. It provides an easy way to create UI components like buttons, text input fields, and dynamic visualizations.
• download_video_and_transcript: A custom utility function (from utils.download_video) used to download audio and transcript from a video. This function handles fetching video content from various sources and preparing it for further processing.
• create_openai_completion: A custom utility function (from utils.completions) that interacts with OpenAI’s API to generate text completions based on a prompt. It’s used for tasks like summarizing or expanding text.
• print_in_color: A utility function from the utils.print_in_color module that enables printing text to the terminal with different colors. It’s used to enhance terminal output by adding color to important messages or errors.

These tools work together to create an interactive and dynamic experience where users can interact with video content, process it, and generate AI-driven text completions.

This application demonstrates how Python and Streamlit can be used to generate video summaries from YouTube in multiple languages (Spanish and English). The OpenAI API helps to process and summarize the transcription of the video, and the summary is also translated into English.

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